{"id":"W2343036740","doi":"10.1002/acr.22910","title":"Patterns of Care Among Patients Referred to Rheumatologists in Ontario, Canada","year":2016,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; The Scarborough Hospital; Women's College Hospital; McMaster University; Toronto Western Hospital; CARE Canada; University of Toronto; University Health Network; McGill University; Institute for Clinical Evaluative Sciences","funders":"Institute of Chemical and Engineering Sciences; Canadian Institutes of Health Research","keywords":"Medicine; Rheumatology; Referral; Internal medicine; Medical diagnosis; Rheumatoid arthritis; Physical therapy; Medical record; Observational study; Family medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004970874,0.000210557,0.0003509471,0.001393303,0.002131134,0.001230857,0.001215049,0.0005319516,0.002042256],"category_scores_gemma":[0.004151634,0.0002958798,0.0003839222,0.004040013,0.0007573442,0.0004180358,0.0009829679,0.0005994336,0.0001337724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03586068,"about_ca_system_score_gemma":0.03427661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9855248,"about_ca_topic_score_gemma":0.9926911,"domain_scores_codex":[0.9976763,0.0001630114,0.0002345247,0.0003328973,0.0007726185,0.0008206891],"domain_scores_gemma":[0.9949261,0.0002967641,0.002155062,0.00007186344,0.001426021,0.001124257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003592079,0.00002083167,0.9945851,0.00005359742,0.00002286112,0.0002269309,0.001262267,0.00005620214,0.000166577,0.00004920933,0.00115334,0.002367143],"study_design_scores_gemma":[0.000006415069,0.00001905581,0.9965953,0.00006680482,0.00001073954,0.0001602449,0.001958575,0.0001353126,0.00003340398,0.00001103155,0.0009945097,0.000008567113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885157,0.001831591,0.00009570802,0.001481085,0.00002452375,0.00007892656,0.004160629,0.00001950096,0.003792251],"genre_scores_gemma":[0.9974649,0.0006257322,0.0001451989,0.0003109116,0.0000121933,0.00002095647,0.0009058422,0.000004754396,0.0005095261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03586068,"threshold_uncertainty_score":0.2601886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202068350185115,"score_gpt":0.2973668970453461,"score_spread":0.2753462135434949,"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."}}