{"id":"W2921622561","doi":"10.1093/jcag/gwz006.107","title":"A108 EARLY ALBUMIN LEVEL IS ASSOCIATED WITH TIME TO COLECTOMY AND RE-ADMISSION RISKS IN HOSPITALIZED ULCERATIVE COLITIS PATIENTS STARTING INFLIXIMAB","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Infliximab; Hypoalbuminemia; Internal medicine; Ulcerative colitis; Colectomy; Proportional hazards model; Hazard ratio; Gastroenterology; Retrospective cohort study; Inflammatory bowel disease; Surgery; Disease; Confidence interval","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":[0.0003049678,0.0002705333,0.0003317622,0.000554066,0.0003647182,0.0005794432,0.0002703874,0.0003700974,0.001292694],"category_scores_gemma":[0.001954368,0.0002238219,0.0003879598,0.0007354989,0.0002375956,0.0003487598,0.0003648367,0.0006514241,0.0001442744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003442009,"about_ca_system_score_gemma":0.0003051347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004443608,"about_ca_topic_score_gemma":0.005608395,"domain_scores_codex":[0.9996969,0.00006209424,0.00005641153,0.00004935726,0.00005562744,0.00007964843],"domain_scores_gemma":[0.9976877,0.0003284452,0.001373628,0.00008246263,0.0001286488,0.0003989962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007849668,0.00001007081,0.9993893,0.000003407842,0.00001248935,0.00005871005,0.00001748987,0.00001057054,0.00006638631,0.000002368677,0.00001523679,0.0003354117],"study_design_scores_gemma":[0.000002150849,0.00005105252,0.9995047,0.000003778167,0.00001033397,0.0002141359,0.00006993615,0.000082792,0.0000259264,0.000005051828,0.00002860517,0.000001603574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995058,0.0002385814,0.00002791678,0.00002092741,0.000003369421,0.000001888923,0.00006262738,0.000001672748,0.0001372244],"genre_scores_gemma":[0.9997434,0.00007311585,0.0000257166,0.000007548541,0.0000067235,0.000001530874,0.0001005851,6.36818e-7,0.00004071513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004443608,"threshold_uncertainty_score":0.008835495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006309863431242474,"score_gpt":0.2133322338660818,"score_spread":0.2070223704348393,"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."}}