{"id":"W2601185194","doi":"10.1007/s40368-017-0285-9","title":"Performance of a recent light fluorescence device for detection of occlusal carious lesions in children and adolescents","year":2017,"lang":"en","type":"article","venue":"European Archives of Paediatric Dentistry","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Receiver operating characteristic; Kappa; Dentistry; Permanent teeth; Gold standard (test); Cohen's kappa; Radiography; Molar; Orthodontics; Posterior teeth; Area under curve; Internal medicine; Surgery","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":[0.0002359851,0.0001329814,0.0002409237,0.0001770851,0.0001427641,0.00002081685,0.000399487,0.00004147489,0.000004156699],"category_scores_gemma":[0.0002304107,0.0001405433,0.00007764133,0.0001102566,0.00014279,0.0001351785,0.0002404921,0.0001285692,0.000004913153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001496619,"about_ca_system_score_gemma":0.00004240654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007093975,"about_ca_topic_score_gemma":0.000151599,"domain_scores_codex":[0.9986297,0.0001179356,0.0005552991,0.0002656714,0.0002181144,0.0002132041],"domain_scores_gemma":[0.9987629,0.00005028354,0.0006361987,0.0003912116,0.00006501316,0.00009441294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002413774,0.0001390923,0.8011692,0.0008171365,0.00001213362,0.00001029606,0.0001183588,0.000005764173,0.01738738,0.000006830158,0.00002519129,0.1800672],"study_design_scores_gemma":[0.001165455,0.0001446883,0.9810687,0.0002557656,0.00004216643,0.00005053372,0.00003523463,0.0003176392,0.01675698,0.000008607405,0.0000481184,0.0001060554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974335,0.0005315674,0.0001984426,0.00000380863,0.0004531268,0.0003842715,0.0001054103,0.00001203001,0.0008778123],"genre_scores_gemma":[0.9984171,0.0009945822,0.0003379933,0.000005415867,0.00009333174,0.000003910252,0.00003076491,0.00002283531,0.0000941122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1799611,"threshold_uncertainty_score":0.5731189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382904869945651,"score_gpt":0.2731647446604533,"score_spread":0.2593356959609968,"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."}}