{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009282309,0.00005787746,0.00006780039,0.00004027442,0.00001469257,0.000003703455,0.00003911326,0.00003714149,9.57424e-7],"category_scores_gemma":[0.00003343889,0.00005171721,0.00001218902,0.00002401813,0.000009423088,0.000001424105,0.000008839409,0.00002219805,1.407409e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008287136,"about_ca_system_score_gemma":0.00002164271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003451477,"about_ca_topic_score_gemma":0.01044831,"domain_scores_codex":[0.9996073,0.00003653802,0.00009315877,0.0001352787,0.00004587116,0.00008190641],"domain_scores_gemma":[0.9997928,0.000009405886,0.00003418321,0.0001202044,0.00001730068,0.00002611881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000227027,0.0001014662,0.9982056,0.0000222929,0.00000783523,0.000002756048,0.0001041342,0.0004988664,0.000742708,0.00001051127,0.000007246699,0.00006952705],"study_design_scores_gemma":[0.001829942,0.0003060571,0.9964538,0.00001111727,0.00001227472,2.175048e-7,0.0002102885,0.0008961041,0.0001760123,0.000009306032,0.00003435524,0.00006048164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994007,0.00001090205,0.0001321049,0.000006119669,0.00001160665,0.000379901,0.00001385084,0.000002713571,0.00004207408],"genre_scores_gemma":[0.9997057,4.018826e-7,0.0001406345,0.0000214419,0.00002121732,0.00006038395,0.00003330404,0.000008152203,0.000008782494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01010317,"threshold_uncertainty_score":0.5830404,"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."}}