{"id":"W2151351996","doi":"10.1136/gutjnl-2014-307983","title":"Predictors and risks for death in a population-based study of persons with IBD in Manitoba","year":2014,"lang":"en","type":"article","venue":"Gut","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; Manitoba Health; University of Manitoba","funders":"","keywords":"Medicine; Internal medicine; Epidemiology; Comorbidity; Population; Proportional hazards model; Cause of death; Disease; Environmental health","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":[0.0003292512,0.0002822751,0.000256798,0.0009110303,0.0007214466,0.0006624625,0.0004210421,0.0002790813,0.0008280263],"category_scores_gemma":[0.001195093,0.000333295,0.000337678,0.001438556,0.0002789324,0.0002173247,0.0005875363,0.0005780262,0.0001198238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001668654,"about_ca_system_score_gemma":0.001679909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4182234,"about_ca_topic_score_gemma":0.4558862,"domain_scores_codex":[0.9997372,0.00006682638,0.00002015648,0.00004418159,0.00006245119,0.00006917332],"domain_scores_gemma":[0.9995232,0.0000481132,0.0001456592,0.00002897879,0.0001148306,0.0001392552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001400335,0.00001109278,0.9994218,0.000004557375,0.00002015262,0.00003197119,0.00007112792,0.00001324867,0.0000447669,0.000005414112,0.0000785378,0.0002833763],"study_design_scores_gemma":[0.000003818993,0.000015286,0.9995133,0.000008003875,0.00001711841,0.00004859754,0.0001816247,0.00007275816,0.00001078611,0.00001105136,0.0001161508,0.000001574988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998136,0.0005030351,0.00006449017,0.0002046448,0.000008179941,0.000012798,0.000657653,0.00000502311,0.000408162],"genre_scores_gemma":[0.9990605,0.0002880389,0.0000554397,0.00005606866,0.000006736281,0.000008671947,0.0003808372,0.00000124431,0.0001423892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5817766,"threshold_uncertainty_score":0.8315781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525903216012435,"score_gpt":0.2557136747624979,"score_spread":0.2404546426023736,"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."}}