{"id":"W4391165711","doi":"10.21203/rs.3.rs-3837818/v1","title":"Provider Assessment of the Temporomandibular Joint in Juvenile Idiopathic Arthritis: A Retrospective Analysis from the CARRA Database","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health","keywords":"Juvenile; Temporomandibular joint; Arthritis; Medicine; Joint (building); Biology; Orthodontics; Engineering; Internal medicine; Genetics","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":[0.0008535543,0.0002602666,0.0005876945,0.002640653,0.0006000292,0.001126285,0.0006296076,0.0006342397,0.003741988],"category_scores_gemma":[0.00812384,0.0004002658,0.000722888,0.005138165,0.0002917965,0.0007563997,0.0007806999,0.0006070565,0.0005523755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230575,"about_ca_system_score_gemma":0.002281004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06759682,"about_ca_topic_score_gemma":0.0701808,"domain_scores_codex":[0.9972941,0.0005435921,0.0003879452,0.000593362,0.00080824,0.0003728163],"domain_scores_gemma":[0.9936289,0.001264839,0.003180034,0.0004503511,0.0009820306,0.0004937772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001710814,0.00002746268,0.9964767,0.00008875016,0.0001389574,0.0001844354,0.0001029047,0.00002787167,0.00009686389,0.00005413008,0.001414331,0.00121663],"study_design_scores_gemma":[0.00003054903,0.00003265159,0.9968347,0.0001237289,0.000151626,0.0006035653,0.0005928724,0.0001604607,0.00005057621,0.00002541922,0.001380042,0.00001384865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664633,0.003650415,0.0001514941,0.0002491053,0.00003259775,0.00007345294,0.02718256,0.00001371374,0.002183352],"genre_scores_gemma":[0.9805456,0.00209691,0.0003779534,0.0002303888,0.00006040279,0.00008506097,0.0160537,0.00001557266,0.000534421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06759682,"threshold_uncertainty_score":0.1344067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04446552820974384,"score_gpt":0.3833431934202262,"score_spread":0.3388776652104823,"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."}}