{"id":"W4323352953","doi":"10.1093/jcag/gwac036.067","title":"A67 RISK FACTORS ASSOCIATED WITH CRITICAL CARE AFTER INPATIENT GASTROINTESTINAL ENDOSCOPY: A 5-YEAR TERTIARY HOSPITAL STUDY","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Endoscopy; Inclusion and exclusion criteria; Multivariate analysis; Retrospective cohort study; Univariate analysis; Emergency medicine; Intensive care medicine; Pediatrics; Internal 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":[0.0004779217,0.0003065559,0.000406878,0.001025818,0.0007203653,0.0008876498,0.0004802359,0.0004928358,0.001802575],"category_scores_gemma":[0.001376449,0.0003515513,0.0004753144,0.001675545,0.0003694957,0.0005664714,0.0007408642,0.0005044878,0.0002360532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009810565,"about_ca_system_score_gemma":0.0008673085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02895488,"about_ca_topic_score_gemma":0.03703486,"domain_scores_codex":[0.9994137,0.00009990743,0.00008798757,0.0001283617,0.0001083118,0.0001617291],"domain_scores_gemma":[0.9981709,0.000142802,0.0009667578,0.00008421567,0.0001923955,0.0004429581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002663737,0.00001575341,0.9996541,0.000003734641,0.000008959074,0.00005299328,0.00005153419,0.00000467646,0.00003568732,0.000003503004,0.00002822526,0.0001142621],"study_design_scores_gemma":[0.000003675089,0.00007403151,0.9993631,0.000005255914,0.000009508775,0.0001266721,0.0003007632,0.00005365001,0.00001484085,0.000003551018,0.00004305558,0.000001950786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994246,0.0001069734,0.00002077178,0.00002548679,0.000002968647,0.000009430814,0.0002431318,0.000001218425,0.000165492],"genre_scores_gemma":[0.999612,0.00005070658,0.00002145111,0.00001986276,0.000007134048,0.000005347702,0.0002247859,4.95769e-7,0.0000582776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02895488,"threshold_uncertainty_score":0.05757272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008630269046699283,"score_gpt":0.240591206676613,"score_spread":0.2319609376299137,"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."}}