{"id":"W2922298562","doi":"10.1093/jcag/gwz006.096","title":"A97 QUALITY OVER QUANTITY: THE ASSOCIATION BETWEEN QUALITY OF REFERRALS RECEIVED BY IBD SPECIALISTS AND PATIENT OUTCOMES","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Health Sciences Centre","funders":"","keywords":"Medicine; Referral; Triage; Specialty; Family medicine; Disease; Inflammatory bowel disease; Quality management; Quality (philosophy); Emergency medicine; Internal medicine","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":[0.008025516,0.0002118141,0.0003797826,0.0032499,0.0006204221,0.002403301,0.0006222409,0.0008853982,0.002162533],"category_scores_gemma":[0.04591444,0.0002358737,0.0009521355,0.003921533,0.0009618473,0.001500407,0.001219319,0.001026401,0.0001656002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00443938,"about_ca_system_score_gemma":0.003055837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08963994,"about_ca_topic_score_gemma":0.1075172,"domain_scores_codex":[0.9928533,0.001840178,0.001199328,0.0006495648,0.00300449,0.0004530578],"domain_scores_gemma":[0.9328301,0.02251235,0.02877491,0.001527015,0.01094119,0.003414544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001125021,0.00002029967,0.9959646,0.00007330878,0.0001552347,0.00002046429,0.000109968,0.000103054,0.00006268297,0.00004909094,0.0001944214,0.003134307],"study_design_scores_gemma":[0.000005986777,0.00007917433,0.9987475,0.00006035784,0.00007016317,0.00006773166,0.0001906984,0.0004094114,0.00003616398,0.00006969681,0.0002562678,0.000006857847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834284,0.007221115,0.001367306,0.002153141,0.00007609061,0.0001042993,0.001267391,0.00002516528,0.004357059],"genre_scores_gemma":[0.9986173,0.0003522041,0.0003885249,0.0001105545,0.00003587346,0.00001510275,0.0002676758,0.000004250427,0.0002086066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08963994,"threshold_uncertainty_score":0.1782364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02852812611722953,"score_gpt":0.2832664154609204,"score_spread":0.2547382893436908,"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."}}