{"id":"W4323351088","doi":"10.1093/jcag/gwac036.215","title":"A215 EVALUATING THE COMPARABILITY OF CARE FOR PERSONS ADMITTED TO TORONTO AREA HOSPITALS WITH ACUTE SEVERE ULCERATIVE COLITIS","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Exacerbation; Guideline; Ulcerative colitis; Emergency medicine; Specialty; Intensive care medicine; Internal medicine; Family medicine; Disease","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":[0.00425054,0.0003808554,0.0004904133,0.002112709,0.001757276,0.001622049,0.001356274,0.0005070683,0.002428728],"category_scores_gemma":[0.01931666,0.0002942605,0.001127331,0.004711032,0.0009446645,0.00053551,0.0018644,0.0004534863,0.000220159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01289476,"about_ca_system_score_gemma":0.007855454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4541744,"about_ca_topic_score_gemma":0.5154964,"domain_scores_codex":[0.9923,0.002480743,0.001636609,0.0009480342,0.001793587,0.0008411029],"domain_scores_gemma":[0.9735427,0.003721509,0.01369807,0.001296273,0.004156405,0.003584911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001189818,0.00001821346,0.9974986,0.00005784463,0.0001294499,0.00002272815,0.0004387384,0.00007345082,0.00004179179,0.00002376725,0.0003555389,0.001220838],"study_design_scores_gemma":[0.00001140732,0.0001260517,0.9984035,0.00002648232,0.00003533328,0.00001873366,0.0008994572,0.0002332766,0.00003022934,0.00001151362,0.0002001072,0.000003998251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939448,0.000265877,0.0002126904,0.0002043074,0.00001617663,0.0001990725,0.004130063,0.00001156195,0.001015321],"genre_scores_gemma":[0.9964041,0.00008776067,0.0004263827,0.00006227029,0.00001439953,0.0001711103,0.002688375,0.000002168388,0.0001434802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5458256,"threshold_uncertainty_score":0.9030616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03885103703263043,"score_gpt":0.3902976237064027,"score_spread":0.3514465866737723,"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."}}