{"id":"W3006726666","doi":"10.1093/jcag/gwz047.149","title":"A150 ACCESS TIMES TO GASTROENTEROLOGY FOR HIGH-RISK IBD REFERRALS IN THE GREATER CALGARY REGION","year":2020,"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 Calgary","funders":"","keywords":"Medicine; Triage; Inflammatory bowel disease; Internal medicine; Diarrhea; Ulcerative colitis; Gastroenterology; Disease; Emergency 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":[0.0005198789,0.0001561355,0.0001792721,0.0008702547,0.0008022036,0.001016599,0.0005675448,0.0003942616,0.003753502],"category_scores_gemma":[0.003537918,0.0002329206,0.0001640778,0.001375455,0.0004621469,0.0005247584,0.0006664574,0.0006454265,0.0002297995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002919507,"about_ca_system_score_gemma":0.002273178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1433294,"about_ca_topic_score_gemma":0.2228644,"domain_scores_codex":[0.9992667,0.0001215527,0.0000826464,0.0001486879,0.0001557266,0.0002247627],"domain_scores_gemma":[0.9953132,0.0009717824,0.002338887,0.000109509,0.0003505494,0.0009161583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002434247,0.00002560773,0.9964173,0.00002018243,0.00000742696,0.0003764761,0.0004045984,0.00003394506,0.0001571698,0.00001421361,0.0003024134,0.002216256],"study_design_scores_gemma":[0.000002294183,0.00004002587,0.9981902,0.00001516039,0.000003830674,0.000252148,0.00123388,0.00006160977,0.00003331382,0.000004860929,0.0001603536,0.000002325804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998498,0.0002558615,0.00003308841,0.0001650842,0.000007292132,0.00001365779,0.0003484488,0.000005180417,0.000673481],"genre_scores_gemma":[0.9992315,0.0002010879,0.00008067718,0.0001151548,0.0000101517,0.00001017548,0.0001838064,0.000001559247,0.000166066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8566706,"threshold_uncertainty_score":0.2849903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03080739988072098,"score_gpt":0.2498584957056456,"score_spread":0.2190510958249247,"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."}}