{"id":"W2792433259","doi":"10.1093/jcag/gwy009.153","title":"A153 QUALITY OF CARE AND OUTCOMES IN A TERTIARY HOSPITAL INFLAMMATORY BOWEL (IBD) CENTER: MONITORING AND TREATMENT ALGORITHMS DURING FOLLOW-UP","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"McGill University Health Centre; McGill University","keywords":"Medicine; Inflammatory bowel disease; Internal medicine; Crohn's disease; Ulcerative colitis; Colonoscopy; Medical record; Retrospective cohort study; Emergency medicine; Disease; Pediatrics; Colorectal cancer; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007439464,0.00008651244,0.0003227568,0.0001946261,0.0002671949,0.000006942585,0.00008107293,0.000139602,0.000005878345],"category_scores_gemma":[0.0003460258,0.0000665066,0.00006563897,0.00004917634,0.0000480964,0.0001024435,0.00002826321,0.0002258737,2.860783e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00129087,"about_ca_system_score_gemma":0.000396596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0103371,"about_ca_topic_score_gemma":0.3804899,"domain_scores_codex":[0.9980453,0.0006686784,0.0007921424,0.00008826799,0.0001507062,0.0002549525],"domain_scores_gemma":[0.9982206,0.0001009942,0.000950567,0.0001006118,0.0004856558,0.0001415427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007815354,0.00002000358,0.9925293,0.00004712928,0.00005948761,0.000001207211,0.006973584,0.00002454181,0.00007096364,0.000008008396,0.00001620738,0.0001713599],"study_design_scores_gemma":[0.002454114,0.0004837452,0.9947922,0.0001392932,0.00001629097,0.000001970008,0.001959992,0.00004968324,0.0000343555,0.000007950246,0.00002996405,0.00003050526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944197,0.00003367686,0.00001034372,0.004333987,0.0009047993,0.0002307998,0.00004566921,0.000001981177,0.00001903831],"genre_scores_gemma":[0.9989575,0.000096677,0.0006173881,0.0001001636,0.0001355137,0.000005883992,0.000002081699,0.000007796561,0.00007703574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3701529,"threshold_uncertainty_score":0.9962531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859934372384842,"score_gpt":0.3336266743643835,"score_spread":0.3150273306405351,"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."}}