{"id":"W2922139622","doi":"10.1093/jcag/gwz006.021","title":"A22 ROUTINE GASTROINTESTINAL REFERRAL WAIT LIST REDUCTION VIA AN ENHANCED PRIMARY CARE PATHWAY","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Referral; Triage; Irritable bowel syndrome; Emergency medicine; Primary care; Interim; Family medicine; Pediatrics; 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":[0.005773718,0.0002989532,0.0003621393,0.0008257531,0.0008244723,0.001726485,0.001051927,0.0004576312,0.004576583],"category_scores_gemma":[0.02408183,0.0002380212,0.001158352,0.001253134,0.0004960627,0.001257914,0.002095378,0.0009609812,0.0003767485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006220803,"about_ca_system_score_gemma":0.01715279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07470971,"about_ca_topic_score_gemma":0.1255816,"domain_scores_codex":[0.9924572,0.003115848,0.0005806585,0.0008897103,0.001979315,0.0009773261],"domain_scores_gemma":[0.9857587,0.003803295,0.003622732,0.000887593,0.00247508,0.003452646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002828921,0.005503941,0.6026935,0.001461799,0.0005401203,0.0004266424,0.002995529,0.004249852,0.002429953,0.001528483,0.01513144,0.3602099],"study_design_scores_gemma":[0.001129453,0.009039715,0.9608666,0.0006943795,0.0004582922,0.0003934314,0.001826171,0.008026548,0.0009234619,0.0006552524,0.01591409,0.00007272144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859401,0.0008868857,0.002151074,0.004222265,0.0001257502,0.001192252,0.001534811,0.0003117677,0.003635137],"genre_scores_gemma":[0.9879957,0.0005257165,0.007971496,0.001254352,0.0001332151,0.0007061838,0.0006550982,0.0000218328,0.0007364397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07470971,"threshold_uncertainty_score":0.1485497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009016040448133346,"score_gpt":0.2076718726240254,"score_spread":0.1986558321758921,"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."}}