{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03511407,0.000950241,0.001262679,0.003291022,0.00112195,0.000879641,0.001871887,0.001348155,0.005062474],"category_scores_gemma":[0.07089413,0.001152833,0.0007990695,0.001753877,0.0008147028,0.0008809877,0.001912007,0.001314047,0.002790563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007482932,"about_ca_system_score_gemma":0.001161404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001315406,"about_ca_topic_score_gemma":0.002617595,"domain_scores_codex":[0.9684522,0.01750434,0.002170519,0.003312403,0.00805305,0.0005075543],"domain_scores_gemma":[0.942536,0.02708382,0.003520881,0.008982357,0.01709306,0.0007838298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003168966,0.00150271,0.255325,0.001662471,0.0002671675,0.0003750763,0.002995614,0.003724908,0.1235094,0.001937041,0.008606535,0.5969251],"study_design_scores_gemma":[0.0006659197,0.01025195,0.7445285,0.0009034083,0.0007171546,0.007585166,0.001828147,0.04019552,0.1075599,0.002899831,0.08244663,0.0004178411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4013914,0.005377978,0.5617718,0.0006528229,0.0008804596,0.007272716,0.0008719772,0.003249363,0.0185314],"genre_scores_gemma":[0.3665792,0.001010033,0.6207169,0.0003873877,0.0001430389,0.003827604,0.0008974209,0.0004224397,0.006016014],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03511407,"threshold_uncertainty_score":0.1857032,"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."}}