{"id":"W2108950744","doi":"10.1136/bmjopen-2013-003888","title":"Access to rheumatologists among patients with newly diagnosed rheumatoid arthritis in a Canadian universal public healthcare system","year":2014,"lang":"en","type":"article","venue":"BMJ Open","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; Health Sciences Centre; Sunnybrook Health Science Centre; McGill University; Institute for Clinical Evaluative Sciences; Southlake Regional Health Center; Women's College Hospital; McMaster University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Rheumatology; Internal medicine; Rheumatoid arthritis; Logistic regression; Public health; Epidemiology; Family medicine; Health care; Physical therapy; 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":[0.0005007736,0.0002727635,0.0003586277,0.0009579518,0.001880626,0.001007486,0.0009963604,0.0003556326,0.001880264],"category_scores_gemma":[0.002591275,0.0003153437,0.0004288167,0.002930523,0.0005573544,0.0004251324,0.000777626,0.000499047,0.0001313899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01931106,"about_ca_system_score_gemma":0.02236455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991495,"about_ca_topic_score_gemma":0.9934347,"domain_scores_codex":[0.9987189,0.00008594997,0.00008873356,0.0001843759,0.0004430387,0.0004791564],"domain_scores_gemma":[0.997852,0.0001315515,0.0006959803,0.00004826271,0.0006855839,0.000586677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002537375,0.00001801119,0.9964922,0.00002921983,0.00002125571,0.00005802683,0.0004070055,0.00006505375,0.00008686437,0.00003196171,0.0004412763,0.00232368],"study_design_scores_gemma":[0.000004941955,0.00001745299,0.9986953,0.00002706198,0.00001330501,0.00005549211,0.000627843,0.0001845785,0.00001905185,0.000007958256,0.000341611,0.000005399765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944893,0.000670797,0.00005859109,0.0004066047,0.000008230664,0.0000358505,0.002331269,0.00001108248,0.001988209],"genre_scores_gemma":[0.9986965,0.0003105605,0.00008230257,0.00009059968,0.000005514102,0.000008324854,0.0006045066,0.000001394409,0.0002004009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01931106,"threshold_uncertainty_score":0.1401122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03540236206042217,"score_gpt":0.3292034982506952,"score_spread":0.293801136190273,"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."}}