{"id":"W2946955508","doi":"10.1186/s41927-019-0067-6","title":"Quality and continuity of information between primary care physicians and rheumatologists","year":2019,"lang":"en","type":"article","venue":"BMC Rheumatology","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Brampton Civic Hospital; Sunnybrook Health Science Centre; McGill University Health Centre; Institute for Work & Health; Southlake Regional Health Center; University of Toronto","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care; Arthritis Society; Canadian Institutes of Health Research; McGill University Health Centre; Canadian Rheumatology Association; McGill University","keywords":"Referral; Medicine; Triage; Family medicine; Primary care; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02157805,0.0001821325,0.0003880363,0.002723023,0.00122744,0.004071868,0.0008262269,0.0009159755,0.003090661],"category_scores_gemma":[0.169502,0.0003889214,0.0002922804,0.003262555,0.001079248,0.002091801,0.001582249,0.000741478,0.0004093455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003458062,"about_ca_system_score_gemma":0.004066863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023228,"about_ca_topic_score_gemma":0.005715375,"domain_scores_codex":[0.9506559,0.0264131,0.007882153,0.002290191,0.01072103,0.002037613],"domain_scores_gemma":[0.6723395,0.172785,0.1188572,0.007442168,0.02306433,0.005511824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001703575,0.00008497018,0.9719572,0.0002423821,0.00006536123,0.0002629129,0.002824277,0.0001795535,0.0001629113,0.0001295931,0.001095241,0.02282523],"study_design_scores_gemma":[0.00003235327,0.0002386312,0.9908347,0.0003427748,0.00005881854,0.001109706,0.003418038,0.0009478416,0.000400474,0.0002261214,0.002365747,0.00002479263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861937,0.002986511,0.001849671,0.003727786,0.00005036042,0.0001236761,0.0008969359,0.00007739386,0.004094016],"genre_scores_gemma":[0.9982929,0.0003003065,0.0008760362,0.0001789495,0.00005235882,0.00002804403,0.0001706218,0.00000545452,0.000095347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02157805,"threshold_uncertainty_score":0.114117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995195128567345,"score_gpt":0.2633125251794171,"score_spread":0.2433605738937436,"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."}}