{"id":"W2793947622","doi":"10.1093/jcag/gwy009.230","title":"A230 NOT ALL PATIENTS WITH GASTROINTESTINAL COMPLAINTS REQUIRE SPECIALIST CARE: TWO YEAR OUTCOMES FROM AN ENHANCED PRIMARY CARE PATHWAY","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Referral; Medicine; Triage; Esophagogastroduodenoscopy; Colonoscopy; Demographics; Sigmoidoscopy; Emergency medicine; Endoscopy; Family medicine; General surgery; Pediatrics; Internal medicine; Colorectal cancer","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":[0.002378539,0.0002347425,0.0005145707,0.0007063033,0.001039699,0.002400164,0.0005691851,0.0006015392,0.003253204],"category_scores_gemma":[0.01086849,0.0002985744,0.001154608,0.001401307,0.0005056224,0.001371404,0.002106088,0.001217146,0.0006387189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002649416,"about_ca_system_score_gemma":0.003456098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0242914,"about_ca_topic_score_gemma":0.02861929,"domain_scores_codex":[0.9966406,0.0007803715,0.0003337094,0.0005855958,0.0009610825,0.0006986858],"domain_scores_gemma":[0.9890978,0.001172784,0.004782795,0.0007157862,0.001714879,0.002515928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000930894,0.000320987,0.9812891,0.00009517684,0.0002066998,0.0005213055,0.0007917234,0.0002010646,0.0002152768,0.0001141403,0.001934435,0.01337913],"study_design_scores_gemma":[0.00007436632,0.001593435,0.9936218,0.0000939218,0.00009255417,0.0006648535,0.001764285,0.0004669884,0.0001065681,0.0001048541,0.001395272,0.00002108348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969366,0.0003018934,0.0001213752,0.0003887261,0.00002363124,0.00005457564,0.001081207,0.00001187783,0.001080121],"genre_scores_gemma":[0.9980505,0.0001636705,0.00009774589,0.0001818725,0.00003096608,0.00003634505,0.001123854,0.000004965267,0.0003101403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0242914,"threshold_uncertainty_score":0.04830003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143642375276533,"score_gpt":0.2583900317588075,"score_spread":0.2440257942311542,"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."}}