The choice of gold standard for evaluating tests for caries diagnosis.

All research is intended to provide new information. Studies should be designed in such a way that their results can be generalised to either a population or a process. Researchers function within a common paradigm, first described by Kuhn. 1 A paradigm is a framework containing patterns of thought which are ‘commonly agreed upon’ within a certain discipline. Medical science operates today within the paradigm developed in the last century for the systematic exploration of humans. 22 This so-called ‘critical clinical school’ required that clinical procedures were based on empirical evidence rather than the anecdotal approach. 3 The empiricists used the criterion of verification until Popper 4 formulated criteria for falsification and testing of a theoretical hypothesis. While his approach does not answer all the questions, it is still the basic paradigm for clinical research today. A major part of radiological research is devoted to the evaluation of diagnostic tests for the detection or monitoring of disease. As has been described in several recent textbooks, 5‐9 a new test must be validated against the true diagnosis, usually called the ‘gold standard’, to be scientifically acceptable. Any robust gold standard must fulfil three criteria: 8,9

[1]  P. A. Mileman,et al.  Accuracy in radiographic diagnosis: Dutch practitioners and dental caries. , 1990, Journal of dentistry.

[2]  A. Wenzel,et al.  Stereomicroscopy, film radiography, microradiography and naked-eye inspection of tooth sections as validation for occlusal caries diagnosis. , 1995, Caries research.

[3]  M. Downer Concurrent validity of an epidemiological diagnostic system for caries with the histological appearance of extracted teeth as validating criterion. , 1975, Caries research.

[4]  John A. Swets,et al.  Evaluation of diagnostic systems : methods from signal detection theory , 1982 .

[5]  A. Wenzel,et al.  Some considerations in the evaluation of diagnostic tests in dentistry. , 1994, Dento maxillo facial radiology.

[6]  E. Kidd,et al.  Depth of occlusal caries assessed clinically, by conventional film radiographs, and by digitized, processed radiographs. , 1990, Caries research.

[7]  A Lussi,et al.  In vivo diagnosis of fissure caries using a new electrical resistance monitor. , 1995, Caries research.

[8]  Electronic diagnosis of occlusal caries in vitro: adaptation of the technique for epidemiological purposes. , 1997, Community dentistry and oral epidemiology.

[9]  L V Arnold,et al.  The radiographic detection of initial carious lesions on the proximal surfaces of teeth. Part I. The influence of exposure conditions. , 1987, Oral surgery, oral medicine, and oral pathology.

[10]  N. Pitts,et al.  An in vivo comparison of radiographic and directly assessed clinical caries status of posterior approximal surfaces in primary and permanent teeth. , 1992, Caries research.

[11]  R A Cederberg,et al.  Effect of different background lighting conditions on diagnostic performance of digital and film images. , 1998, Dento maxillo facial radiology.

[12]  W D McDavid,et al.  A comparison of conventional intra-oral radiography and computer imaging techniques for the detection of proximal surface dental caries. , 1992, Dento maxillo facial radiology.

[13]  A. Petersson,et al.  Accuracy of radiographic caries diagnosis using different X-ray generators. , 1989, Dento maxillo facial radiology.

[14]  A Wenzel,et al.  Radiographic detection of occlusal caries in noncavitated teeth. A comparison of conventional film radiographs, digitized film radiographs, and RadioVisioGraphy. , 1991, Oral surgery, oral medicine, and oral pathology.

[15]  A Wenzel,et al.  Validity of diagnosis of questionable caries lesions in occlusal surfaces of extracted third molars. , 1992, Caries research.

[16]  A Wenzel,et al.  Digital radiography and caries diagnosis. , 1998, Dento maxillo facial radiology.

[17]  A. Firestone,et al.  The Effect of a Knowledge-based, Image Analysis and Clinical Decision Support System on Observer Performance in the Diagnosis of Approximal Caries from Radiographic Images , 1998, Caries Research.

[18]  D. Tyndall,et al.  A comparison of Kodak Ektaspeed Plus film and the Siemens Sidexis digital imaging system for caries detection using receiver operating characteristic analysis. , 1998, Oral surgery, oral medicine, oral pathology, oral radiology, and endodontics.

[19]  F. V. Van Ginkel,et al.  In vivo study of approximal caries depth on storage phosphor plate images compared with dental x-ray film. , 1997, Oral surgery, oral medicine, oral pathology, oral radiology, and endodontics.

[20]  W G Geraets,et al.  Effect of noise on the compressibility and diagnostic accuracy for caries detection of digital bitewing radiographs. , 1999, Dento maxillo facial radiology.

[21]  A. Lussi,et al.  Radiographic evaluation of occlusal caries: effect of training and experience. , 1995, Caries research.

[22]  H. Gröndahl,et al.  Influence of film fog on radiographic caries diagnosis. , 1990, Dento maxillo facial radiology.

[23]  J B Ludlow,et al.  The efficacy of caries detection using three intraoral films under different processing conditions. , 1997, Journal of the American Dental Association.

[24]  A. Wenzel,et al.  Reliability of Visual Examination, Fibre-Optic Transillumination, and Bite-Wing Radiography, and Reproducibility of Direct Visual Examination Following Tooth Separation for the Identification of Cavitated Carious Lesions in Contacting Approximal Surfaces , 1998, Caries Research.

[25]  K. Popper,et al.  Conjectures and Refutations , 1963 .

[26]  K. Ohrn,et al.  Accuracy of dental hygienists in diagnosing dental decay. , 1996, Community dentistry and oral epidemiology.

[27]  N. Lunder,et al.  Approximal cavitation related to bite-wing image and caries activity in adolescents. , 1996, Caries research.

[28]  J. T. ten Bosch,et al.  Effect of a decrease of interproximal overexposure of bitewing radiographs on the diagnosis of approximal caries. , 1989, Caries research.

[29]  W D McDavid,et al.  Proximal surface caries detection with direct-exposure and rare earth screen/film imaging. , 1988, Oral surgery, oral medicine, and oral pathology.

[30]  H. Gröndahl,et al.  Accuracy of caries diagnosis in digital images from charge-coupled device and storage phosphor systems: an in vitro study. , 1995, Dento maxillo facial radiology.

[31]  Helena Chmura Kraemer,et al.  Evaluating Medical Tests: Objective and Quantitative Guidelines , 1992 .

[32]  E. Parks,et al.  Effects of filtration, collimation, and target-receptor distance on artificial approximal enamel lesion detection with the use of RadioVisioGraphy. , 1994, Oral surgery, oral medicine, and oral pathology.

[33]  A. Tveit,et al.  The influence of radiographic exposure factors on the diagnosis of occlusal caries. , 1998, Dento maxillo facial radiology.

[34]  A. Thylstrup,et al.  Radiographic diagnosis and clinical tissue changes in relation to treatment of approximal carious lesions. , 1982, Caries research.

[35]  G. Truin,et al.  Accuracy of Visual Inspection, Fiber-optic Transillumination, and Various Radiographic Image Modalities for the Detection of Occlusal Caries in Extracted Non-cavitated Teeth , 1992, Journal of dental research.

[36]  U. Welander,et al.  A sensitometric comparison of four dental X-ray films and their diagnostic accuracy. , 1997, Dento maxillo facial radiology.

[37]  A Wenzel,et al.  Digital subtraction radiography after stannous fluoride treatment for occlusal caries diagnosis. , 1992, Oral surgery, oral medicine, and oral pathology.

[38]  G C Sanderink,et al.  A comparison between two dental films and two film-screen combinations in detecting low contrast defects and initial caries. , 1985, Dento maxillo facial radiology.

[39]  D. Tyndall,et al.  The effects of restorative material and location on the detection of simulated recurrent caries. A comparison of dental film, direct digital radiography and tuned aperture computed tomography. , 1998, Dento maxillo facial radiology.

[40]  E. Kidd,et al.  Reproducibility and accuracy of three methods for assessment of demineralization depth of the occlusal surface: an in vitro examination. , 1997, Caries research.

[41]  T. Kuhn,et al.  The Structure of Scientific Revolutions. , 1964 .

[42]  U. Welander,et al.  Exposure parameters and their effects on diagnostic accuracy. , 1994, Oral surgery, oral medicine, and oral pathology.

[43]  J. T. ten Bosch,et al.  Wavelength-dependent fibre-optic transillumination of small approximal caries lesions: the use of a dye, and a comparison to bitewing radiography. , 1997, Caries research.

[44]  C W Douglass,et al.  Clinical efficacy of dental radiography in the detection of dental caries and periodontal diseases. , 1986, Oral surgery, oral medicine, and oral pathology.

[45]  T. Okano,et al.  Diagnostic accuracy on detection of proximal enamel lesions in nonscreen radiographic performance. , 1985, Oral surgery, oral medicine, and oral pathology.

[46]  A. Wenzel Current trends in radiographic caries imaging. , 1995, Oral surgery, oral medicine, oral pathology, oral radiology, and endodontics.

[47]  H. Wulff,et al.  Rational diagnosis and treatment. , 1986, The Journal of medicine and philosophy.

[48]  A Wenzel,et al.  Detection of occlusal caries without cavitation by visual inspection, film radiographs, xeroradiographs, and digitized radiographs. , 1991, Caries research.

[49]  M Ohki,et al.  Factors determining the diagnostic accuracy of digitized conventional intraoral radiographs. , 1994, Dento maxillo facial radiology.

[50]  E. Kidd,et al.  The electronic detection of demineralisation in occlusal fissures , 1988, British Dental Journal.

[51]  H. Wulff,et al.  Philosophy of Medicine: An Introduction , 1990 .

[52]  B Svenson,et al.  Influence of different developing solutions and developing times on radiographic caries diagnosis. , 1990, Dento maxillo facial radiology.

[53]  S. White,et al.  Comparative performance of digital and conventional images for detecting proximal surface caries. , 1997, Dento maxillo facial radiology.

[54]  T. Oba,et al.  Comparison of orthopantomography with conventional periapical dental radiography. , 1972, Oral surgery, oral medicine, and oral pathology.

[55]  H. Hintze,et al.  Clinical and laboratory radiographic caries diagnosis. A study of the same teeth. , 1996, Dento maxillo facial radiology.

[56]  H. Gröndahl,et al.  Accuracy at radiography and probing for the diagnosis of proximal caries. , 1985, Scandinavian journal of dental research.

[57]  A. Farman,et al.  Observer differentiation of proximal enamel mechanical defects versus natural proximal dental caries with computed dental radiography. , 1996, Oral surgery, oral medicine, oral pathology, oral radiology, and endodontics.

[58]  P F van der Stelt,et al.  In vitro study into the influence of X-ray beam angulation on the detection of artificial caries defects on bitewing radiographs. , 1989, Caries research.

[59]  A. Gwinnett A comparison of proximal carious lesions as seen by clinical radiography, contact microradiography, and light microscopy. , 1971, Journal of the American Dental Association.

[60]  A. Wenzel,et al.  Comparison of microscopy and radiography as gold standards in radiographic caries diagnosis. , 1999, Dento maxillo facial radiology.

[61]  Silverstone Lm The surface zone in caries and in caries-like lesions produced in vitro. , 1968 .

[62]  W D McDavid,et al.  Clinical comparison of two panoramic modalities and posterior bite-wing radiography in the detection of proximal dental caries. , 1994, Oral surgery, oral medicine, and oral pathology.

[63]  A. Wenzel,et al.  Effect of exposure time on in vitro caries diagnosis using the Digora system. , 1997, European journal of oral sciences.

[64]  H G Gröndahl,et al.  Intraoral storage phosphor radiography for approximal caries detection and effect of image magnification: comparison with conventional radiography. , 1996, Oral surgery, oral medicine, oral pathology, oral radiology, and endodontics.

[65]  E. Bronkhorst,et al.  Effects of digital grey-scale modification on the diagnosis of small approximal carious lesions. , 1992, Journal of dentistry.

[66]  A. Wenzel,et al.  Radiographic detection of cavitation in approximal surfaces of primary teeth using a digital storage phosphor system and conventional film, and the relationship between cavitation and radiographic lesion depth: an in vitro study. , 2009, International journal of paediatric dentistry.

[67]  A. Tveit,et al.  Clinical and radiographic assessment of approximal carious lesions. , 1986, Acta odontologica Scandinavica.

[68]  R C Duncan,et al.  Using computers to diagnose and plan treatment of approximal caries. Detected in radiographs. , 1995, Journal of the American Dental Association.

[69]  H. Wulff Rational Diagnosis and Treatment: An Introduction to Clinical Decision Making , 1981 .

[70]  A. Wenzel,et al.  In vitro comparison of Kodak Ultra-speed, Ektaspeed, and Ektaspeed Plus, and Agfa M2 Comfort dental x-ray films for the detection of caries. , 1996, Oral surgery, oral medicine, oral pathology, oral radiology, and endodontics.

[71]  C. Price,et al.  A comparison of a film-based and a direct digital dental radiographic system using a proximal caries model. , 1997, Dento maxillo facial radiology.