{"id":"W3000059937","doi":"10.1093/aje/161.supplement_1.s61a","title":"242-S: What Factors Were Predictive of a Rheumatology, Orthopedic Surgery or General Internal Medicine Encounter for Arthritis and Rheumatism-Related Conditions in Ontario?","year":2005,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Rheumatism; Medicine; Rheumatology; Orthopedic surgery; Internal medicine; Arthritis; Physical therapy; Family medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008348353,0.0003201755,0.000455827,0.0009692601,0.002546001,0.001106653,0.001146344,0.001247281,0.00759251],"category_scores_gemma":[0.007076452,0.0004400289,0.0009663113,0.002092214,0.0006798438,0.0009362712,0.0009919599,0.001214245,0.000589871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009328031,"about_ca_system_score_gemma":0.02045203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8785713,"about_ca_topic_score_gemma":0.9485478,"domain_scores_codex":[0.9987634,0.0001347882,0.0001363305,0.0001093974,0.0005183846,0.0003376688],"domain_scores_gemma":[0.9937152,0.0003956176,0.001890004,0.00009832391,0.001358464,0.002542265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002898904,0.00002267668,0.9967957,0.00002204697,0.00003259531,0.0001407008,0.0004086341,0.00002505615,0.00004649285,0.00002014073,0.001665416,0.0007915518],"study_design_scores_gemma":[0.000006467531,0.00002588194,0.9971479,0.00004665192,0.00002741824,0.0001086335,0.001436026,0.00006806678,0.00002301,0.00001342292,0.001088746,0.000007734187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807953,0.001134248,0.00007374004,0.005481206,0.0001358583,0.0001214148,0.004587411,0.00001529227,0.007655589],"genre_scores_gemma":[0.9952054,0.0004900973,0.0001413215,0.0008121338,0.0001070842,0.00003592671,0.001040207,0.000009519994,0.002158286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1214287,"threshold_uncertainty_score":0.2442877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205839370706997,"score_gpt":0.320406650274567,"score_spread":0.298348256567497,"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."}}