{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001363984,0.0001315712,0.0004416625,0.0004066194,0.0001324784,0.00006567678,0.0008680175,0.000170955,0.00002132454],"category_scores_gemma":[0.0008591864,0.00008741498,0.000154434,0.0002671173,0.00003690002,0.000245534,0.00008914007,0.0003951383,0.000006665339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003416329,"about_ca_system_score_gemma":0.00009741666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04250685,"about_ca_topic_score_gemma":0.5647821,"domain_scores_codex":[0.9981942,0.0002498878,0.0007148331,0.0001556196,0.0002104248,0.0004750425],"domain_scores_gemma":[0.997824,0.00006865159,0.001502382,0.0001814628,0.0003672389,0.00005630815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003701966,0.00001299937,0.9450326,0.00003763302,0.00006801049,0.00001341243,0.0001308007,0.0000791585,0.00001535706,0.0009851196,0.05285329,0.0004013976],"study_design_scores_gemma":[0.001847583,0.0006603306,0.9574246,0.00005023594,0.00008860788,0.00003737813,0.0001476301,0.0001288615,0.000006822013,0.001652533,0.03788903,0.00006638028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7534823,0.000004623288,0.0003426116,0.2451759,0.0005072955,0.000369108,0.00001323724,0.000006061018,0.00009884318],"genre_scores_gemma":[0.9599283,0.000003976549,0.0000887792,0.03924498,0.0006564053,0.00001652216,0.000003836874,0.00001464881,0.0000426078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5222753,"threshold_uncertainty_score":0.9638692,"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."}}