{"id":"W2565678439","doi":"10.1097/mib.0000000000000993","title":"Risk of Surgery and Mortality in Elderly-onset Inflammatory Bowel Disease","year":2016,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Winnipeg; University of Toronto; Institute of Health Services and Policy Research; Institute for Clinical Evaluative Sciences; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Inflammatory bowel disease; Disease; Internal medicine; Surgery; Gastroenterology; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007936573,0.000575593,0.0004535346,0.0003132451,0.000162941,0.00004339118,0.0003969934,0.0002542814,0.0001124907],"category_scores_gemma":[0.00181171,0.0004896924,0.0004285871,0.0001182632,0.000805875,0.00007275432,0.0003295786,0.0001747577,0.00003833655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006168848,"about_ca_system_score_gemma":0.0007710387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002324322,"about_ca_topic_score_gemma":0.0001875186,"domain_scores_codex":[0.9960147,0.0007295547,0.001084715,0.0009438795,0.0005125636,0.0007145955],"domain_scores_gemma":[0.9967436,0.0002841553,0.0005405626,0.001340327,0.0001994546,0.0008919394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001441842,0.0002108148,0.9906675,0.000455144,0.0001778159,0.0007052417,0.00003927704,0.00005335245,0.003574284,0.0001172351,0.001304568,0.001252958],"study_design_scores_gemma":[0.001380568,0.00003837087,0.9945088,0.0002665811,0.0001815825,0.000005695385,0.00005422021,0.00003570537,0.001248076,0.0008635557,0.000743138,0.000673711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958206,0.001672557,0.00004792002,0.00005868499,0.0002607665,0.0005861276,0.001367704,0.00008254121,0.0001030529],"genre_scores_gemma":[0.9977304,0.001320304,0.00002295718,0.0001099842,0.0002551324,0.0002011196,0.0001182421,0.00008946662,0.0001523589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003841328,"threshold_uncertainty_score":0.9997555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00979963835757863,"score_gpt":0.2384640440374055,"score_spread":0.2286644056798269,"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."}}