{"id":"W2605199205","doi":"10.1111/codi.13673","title":"Pouch excision: indications and outcomes","year":2017,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Pouch; Ulcerative colitis; Surgery; Proctocolectomy; Ileostomy; Anastomosis; Colectomy; Disease; Internal medicine","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":[0.000564703,0.000224481,0.0002743707,0.0008470991,0.0002919379,0.000682918,0.0002053244,0.0004553322,0.00266842],"category_scores_gemma":[0.003105122,0.00007511321,0.0003205753,0.0007930672,0.0002935723,0.0006762275,0.000466241,0.0005019978,0.0003945059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002323891,"about_ca_system_score_gemma":0.0002631741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001761318,"about_ca_topic_score_gemma":0.0002556311,"domain_scores_codex":[0.9996166,0.00007172937,0.00005483383,0.00004370117,0.0001245577,0.00008857885],"domain_scores_gemma":[0.9984666,0.0002497653,0.0008361317,0.00003157903,0.00009997251,0.0003159649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004710162,0.0001524367,0.9596816,0.0002454889,0.00006746859,0.001992889,0.00008755382,0.0001863735,0.0005766623,0.0001339265,0.0006730225,0.03573149],"study_design_scores_gemma":[0.00003351372,0.0007376997,0.9694579,0.0003103413,0.00006193521,0.0263638,0.0006122833,0.0004250982,0.0002683645,0.0004915682,0.001223291,0.00001419035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845412,0.01093845,0.0004122102,0.0004182963,0.00005490184,0.0000386825,0.0004671987,0.00001787086,0.003111106],"genre_scores_gemma":[0.9982411,0.001002889,0.0001170329,0.00004037641,0.00005333566,0.00001161476,0.0003507085,0.000003601766,0.0001792844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00266842,"threshold_uncertainty_score":0.008926749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008480966724255329,"score_gpt":0.2708750120007344,"score_spread":0.262394045276479,"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."}}