{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002939869,0.0002424094,0.0004324721,0.002582471,0.0005900062,0.001682212,0.0007276661,0.0004053892,0.0007310354],"category_scores_gemma":[0.01002699,0.0002349153,0.0004473783,0.004019774,0.000310337,0.001020519,0.00127964,0.0005710897,0.0001288875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003404787,"about_ca_system_score_gemma":0.002062747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02816142,"about_ca_topic_score_gemma":0.02835718,"domain_scores_codex":[0.9966275,0.0009113456,0.0008114188,0.0005397695,0.0005894731,0.0005203982],"domain_scores_gemma":[0.9895996,0.001080688,0.006232923,0.0002994,0.001574953,0.00121238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003066482,0.00001970074,0.9979096,0.00001174174,0.00001507529,0.00002036856,0.00008294281,0.00004949573,0.000025617,0.0000126218,0.0001991255,0.001623032],"study_design_scores_gemma":[0.000004859217,0.00006782109,0.9985394,0.00002117454,0.00001431679,0.00004948929,0.0003067401,0.0007437408,0.00005331478,0.00001860981,0.0001763291,0.000004216852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960825,0.0007987135,0.0004752927,0.0005044283,0.00001372998,0.00007885832,0.001371433,0.00002073381,0.0006542271],"genre_scores_gemma":[0.9979897,0.0001702369,0.0005987374,0.00009469378,0.00001441425,0.00003520286,0.001031639,0.000003235062,0.0000622459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02816142,"threshold_uncertainty_score":0.05599499,"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."}}