{"id":"W2012453464","doi":"10.1159/000261177","title":"Dental Caries Diagnosis Calibration for Clinical Field Surveys","year":2009,"lang":"en","type":"article","venue":"Caries Research","topic":"Dental Radiography and Imaging","field":"Dentistry","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Reproducibility; Dentistry; Medicine; Orthodontics; Calibration; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002559048,0.0001168998,0.0002214996,0.0001923797,0.0004850636,0.0004910525,0.000331185,0.0001575267,0.000203576],"category_scores_gemma":[0.002336082,0.0001133801,0.0002440308,0.0004573594,0.0003266106,0.0004172901,0.00008583396,0.0004509857,0.00004800223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004188157,"about_ca_system_score_gemma":0.0000742765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000438687,"about_ca_topic_score_gemma":0.0007692562,"domain_scores_codex":[0.9975633,0.0006807784,0.0003556887,0.000362012,0.0005351492,0.0005030957],"domain_scores_gemma":[0.9967931,0.002449831,0.00004071796,0.0003309981,0.0002334871,0.0001518676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001115451,0.0001307802,0.7643819,0.0000248608,0.00004298683,0.00005828688,0.000148129,0.000001167762,0.0001196981,0.002745979,0.1846485,0.0475861],"study_design_scores_gemma":[0.001341681,0.0009642323,0.9219165,0.00005461313,0.00003479204,0.00003498158,0.001575871,0.0007975342,0.01673882,0.005884842,0.05030294,0.0003532204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787365,0.002488173,0.008818474,0.001616356,0.001745091,0.0008335725,0.0001600897,0.0001310489,0.005470661],"genre_scores_gemma":[0.9971523,0.0003147043,0.000275134,0.0003168184,0.0005217764,0.00009692137,0.00009926964,0.00001498048,0.001208058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1575345,"threshold_uncertainty_score":0.4735231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1670163618677928,"score_gpt":0.4827233388794904,"score_spread":0.3157069770116976,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}