{"id":"W2792899357","doi":"10.1093/jcag/gwy009.218","title":"A218 EVALUATION OF IBD SPECIALTY CARE IN NOVA SCOTIA: THE REFERRING PHYSICIAN PERSPECTIVE","year":2018,"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":"University of Alberta; Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Family medicine; Referral; Specialty; Health care; Descriptive statistics","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":[0.001963554,0.0001534705,0.0002820042,0.001079501,0.003329019,0.003114039,0.0007567353,0.0008549237,0.01050141],"category_scores_gemma":[0.01160518,0.0002254114,0.0002572425,0.001625757,0.001000373,0.0005134,0.001603888,0.0008778262,0.0005971526],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01965374,"about_ca_system_score_gemma":0.0297667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7797127,"about_ca_topic_score_gemma":0.8905883,"domain_scores_codex":[0.9963569,0.001529811,0.0003083216,0.0001482965,0.0006532793,0.001003377],"domain_scores_gemma":[0.9811029,0.003192056,0.002943213,0.0002748953,0.00496478,0.007522082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001875644,0.0002775035,0.8930413,0.001253141,0.00006880594,0.006826798,0.02041964,0.0002960539,0.001182614,0.001323912,0.0338597,0.041263],"study_design_scores_gemma":[0.00002031572,0.0001639591,0.9405305,0.001202388,0.0000226047,0.001072079,0.03929543,0.0002772832,0.00007828385,0.00008111088,0.01722712,0.0000288736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9034466,0.006341937,0.0001647098,0.04491503,0.0003432732,0.0002804147,0.001196981,0.00002065296,0.04329056],"genre_scores_gemma":[0.9867076,0.003066995,0.0005494845,0.005535867,0.0001458173,0.00005319644,0.0002848371,0.000009071645,0.003647053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9803463,"threshold_uncertainty_score":0.4431691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220534679736076,"score_gpt":0.2728920751448274,"score_spread":0.2508386071712199,"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."}}