{"id":"W3026752809","doi":"10.1093/ibd/izab061","title":"Clinical and Host Biological Factors Predict Colectomy Risk in Children Newly Diagnosed With Ulcerative Colitis","year":2021,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; Hospital for Sick Children","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Ulcerative colitis; Colectomy; Infliximab; Internal medicine; Proportional hazards model; Inflammatory bowel disease; Cohort; Erythrocyte sedimentation rate; Logistic regression; Gastroenterology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001169179,0.0006159137,0.0003334275,0.0008717652,0.0002160866,0.000630854,0.0004368828,0.000492382,0.001909114],"category_scores_gemma":[0.003491659,0.0002452077,0.0007742823,0.0004379516,0.0002039235,0.0002987885,0.0004319524,0.0007250766,0.0003107693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003948281,"about_ca_system_score_gemma":0.0005927554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003533379,"about_ca_topic_score_gemma":0.003661873,"domain_scores_codex":[0.9997098,0.0001056576,0.00002450043,0.00006325832,0.00004656283,0.00005016338],"domain_scores_gemma":[0.9981395,0.0007484874,0.0006650484,0.00008822546,0.000116442,0.0002422477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000563026,0.00001625096,0.9985423,0.000003295329,0.0000262953,0.00001780015,0.000009745308,0.0003117858,0.00004020678,0.000007911169,0.00006440816,0.000903642],"study_design_scores_gemma":[0.00003035841,0.0002600617,0.9832433,0.00002156951,0.0001094352,0.0004680165,0.000122051,0.01504816,0.000178753,0.00007178825,0.0004402041,0.000006284865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983199,0.0002182284,0.0007421804,0.00009137224,0.000007912296,0.00001501341,0.0003696351,0.00001310872,0.0002226086],"genre_scores_gemma":[0.9979576,0.00009731807,0.001095862,0.0000161172,0.00001258606,0.00002253121,0.0006473292,0.000004266204,0.000146348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003533379,"threshold_uncertainty_score":0.007025659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007959253493365693,"score_gpt":0.2457255918595477,"score_spread":0.237766338366182,"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."}}