{"id":"W4245726132","doi":"10.1016/j.joca.2017.02.067","title":"Ambulatory and hospital care for osteoarthritis and other musculoskeletal disorders in Ontario, Canada 8","year":2017,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University Health Network; Toronto Western Hospital; Krembil Foundation; University of Toronto","funders":"","keywords":"Medicine; Diagnosis code; Emergency department; Health care; Ambulatory care; Ambulatory; Family medicine; Population; Copayment; Emergency medicine; Medical diagnosis; Medical emergency; Health insurance; Environmental health; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009446148,0.0002120759,0.0003556212,0.00005251058,0.000378435,0.00009202584,0.00005161689,0.0001170937,0.00004411877],"category_scores_gemma":[0.00007010707,0.0002045031,0.00007859557,0.00002296197,0.0003081677,0.0001669397,0.00006416622,0.0001524517,4.560477e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006849184,"about_ca_system_score_gemma":0.0001789084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4166949,"about_ca_topic_score_gemma":0.9939713,"domain_scores_codex":[0.9988455,0.00002307598,0.0002327162,0.0004242821,0.0001663661,0.0003081072],"domain_scores_gemma":[0.9993553,0.00003951702,0.00007941868,0.0002850242,0.00004988628,0.0001909119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001324265,0.00006181306,0.692582,0.0007558781,0.000008840909,0.00002966317,0.004348809,4.617538e-7,0.002357233,0.0004636071,0.0002368178,0.2990225],"study_design_scores_gemma":[0.009048035,0.002823033,0.9230563,0.0004455247,0.00006486916,0.00002246727,0.00554179,0.000004948006,0.0001560214,0.0003206249,0.05804313,0.0004732376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872577,0.007511655,0.000001888644,0.0007318305,0.000214436,0.001060086,0.00007206143,0.00001262909,0.003137758],"genre_scores_gemma":[0.9990276,0.0001966869,0.0001059945,0.0001351291,0.0000497734,0.0001238558,0.00002963003,0.00003062623,0.0003006869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5772764,"threshold_uncertainty_score":0.8339394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004293065290411694,"score_gpt":0.2261408756376922,"score_spread":0.2218478103472805,"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."}}