{"id":"W4288060793","doi":"10.1097/dcr.0000000000002550","title":"Controversies in Crohn’s Disease Before and After Pouch Surgery","year":2022,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"","keywords":"Medicine; Ulcerative colitis; Pouch; Crohn's disease; Disease; Inflammatory bowel disease; Gastroenterology; Internal medicine; Anastomosis; Pouchitis; Surgery","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":[0.01669262,0.0002906265,0.001072469,0.002263097,0.002518664,0.004639322,0.001644112,0.006158389,0.003709434],"category_scores_gemma":[0.0612618,0.0002827643,0.001078422,0.001933689,0.006091811,0.007011457,0.00240621,0.008421869,0.0007179874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003489385,"about_ca_system_score_gemma":0.004584395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00259984,"about_ca_topic_score_gemma":0.003931551,"domain_scores_codex":[0.990682,0.004536845,0.001420133,0.0009512872,0.001685728,0.0007239606],"domain_scores_gemma":[0.9399992,0.04415151,0.004915651,0.001436999,0.005647462,0.003849186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001651113,0.0004372705,0.05703709,0.01084526,0.0005168712,0.008714378,0.0123881,0.000370487,0.000844643,0.08134405,0.184046,0.6418048],"study_design_scores_gemma":[0.0003346661,0.00082503,0.04147898,0.03974205,0.0005366452,0.02575201,0.0271509,0.0003548792,0.0005590573,0.0675996,0.7954302,0.0002360387],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01807814,0.5300913,0.0009085629,0.4175759,0.02162337,0.00003580055,0.0001188421,0.00001726568,0.01155072],"genre_scores_gemma":[0.2856009,0.3788845,0.00263024,0.1930497,0.136973,0.0001638936,0.0003290771,0.00006969136,0.002299002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01669262,"threshold_uncertainty_score":0.08828008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003205144029050836,"score_gpt":0.1967938236945102,"score_spread":0.1935886796654593,"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."}}