{"id":"W2151113382","doi":"10.3748/wjg.v20.i33.11808","title":"Impact of medical therapy on patients with Crohn’s disease requiring surgical resection","year":2014,"lang":"en","type":"article","venue":"World Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital; Canadian Society of Intestinal Research","funders":"","keywords":"Medicine; Cohort; Medical record; Crohn's disease; Surgery; Retrospective cohort study; Internal medicine; Disease; Cohort study","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":[0.0003197363,0.0001339075,0.0002764082,0.000541406,0.0004163172,0.0005958598,0.0002060359,0.0003034142,0.001546085],"category_scores_gemma":[0.003001749,0.00008848018,0.0003676061,0.0006787356,0.0002067924,0.0003149843,0.0003337073,0.0004892985,0.0001396446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005797393,"about_ca_system_score_gemma":0.0005798679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005263688,"about_ca_topic_score_gemma":0.01128475,"domain_scores_codex":[0.9994695,0.0001185931,0.00006798468,0.00006138941,0.0001359474,0.000146605],"domain_scores_gemma":[0.9973428,0.0005115643,0.00144119,0.00004320292,0.0001630444,0.0004982791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009856815,0.00002145211,0.9977677,0.00001210743,0.00002413877,0.0001521718,0.00001956891,0.0000244058,0.00007308836,0.000006194874,0.00007948557,0.00172115],"study_design_scores_gemma":[0.000004378197,0.00007729157,0.9990826,0.00001387985,0.00001727054,0.000466523,0.0001126513,0.00004689455,0.00002402653,0.000005844279,0.000146655,0.000001932561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973545,0.00112293,0.00002232285,0.0001906835,0.00001283464,0.000005554583,0.0002662236,0.000002129349,0.001022856],"genre_scores_gemma":[0.9991121,0.0003812228,0.00003838392,0.00006711616,0.00002783288,0.000003009995,0.0002955731,0.00000103266,0.0000737501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005263688,"threshold_uncertainty_score":0.0104661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006388344308025101,"score_gpt":0.2612817911973516,"score_spread":0.2548934468893265,"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."}}