{"id":"W4394572722","doi":"10.1186/s12969-024-00968-2","title":"Provider assessment of the temporomandibular joint in Juvenile idiopathic arthritis: a retrospective analysis from the CARRA database","year":2024,"lang":"en","type":"article","venue":"Pediatric Rheumatology","topic":"Temporomandibular Joint Disorders","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health","keywords":"Medicine; Arthritis; Temporomandibular joint; Juvenile; TMJ disorders; Rheumatology; Retrospective cohort study; Dentistry; Database; Internal medicine","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":[0.001803831,0.0002475907,0.0006767945,0.003174552,0.0008371362,0.001066457,0.0007859591,0.0005129026,0.002498743],"category_scores_gemma":[0.01059891,0.0004319425,0.0005486928,0.007083186,0.0004239193,0.0009614684,0.001028776,0.0006770762,0.0003279608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00175537,"about_ca_system_score_gemma":0.002400385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05813992,"about_ca_topic_score_gemma":0.06061339,"domain_scores_codex":[0.9957092,0.0007918353,0.0008624649,0.0007603561,0.001393071,0.0004830793],"domain_scores_gemma":[0.9865347,0.002541437,0.007931341,0.0005959593,0.001515613,0.0008810715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007409203,0.00001596401,0.9981743,0.00006709508,0.00003804446,0.0001585403,0.000128989,0.00002178243,0.00003781743,0.00002246058,0.0005774394,0.0006835032],"study_design_scores_gemma":[0.0000134205,0.00004036207,0.9971871,0.0001369706,0.00005787137,0.0006732818,0.0008732776,0.000199521,0.00003477407,0.00001177499,0.0007621644,0.000009451981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822755,0.002943078,0.0001082793,0.0002295077,0.00001921879,0.0001335924,0.01251564,0.00001335042,0.001761825],"genre_scores_gemma":[0.992101,0.001365289,0.0002088417,0.0001584358,0.00002937927,0.0001234004,0.005881348,0.000009503286,0.0001228446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05813992,"threshold_uncertainty_score":0.115603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02039300852150455,"score_gpt":0.3371230981623649,"score_spread":0.3167300896408604,"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."}}