{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006118856,0.0001141079,0.00007541573,0.00002418252,0.000428936,0.00009499221,0.0002531243,0.00005665214,0.00004910679],"category_scores_gemma":[0.0005242824,0.0001057629,0.00007032266,0.00001105074,0.000204504,0.000008864338,0.0002462969,0.00004009199,0.0000483925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006926576,"about_ca_system_score_gemma":0.000103519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002789372,"about_ca_topic_score_gemma":0.00001374571,"domain_scores_codex":[0.9993557,0.00002616432,0.0001005507,0.0002693208,0.00009632388,0.0001519454],"domain_scores_gemma":[0.9990032,0.000007158736,0.00007679435,0.0005302352,0.000043547,0.0003390233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003806799,0.00009192975,0.9860917,0.00002138188,0.00004057469,0.0001238392,0.00002250696,0.000001567084,0.008376488,0.0008519968,0.002244405,0.001752971],"study_design_scores_gemma":[0.0004360286,0.00002431933,0.9965069,0.000005369846,0.00002936472,0.000001649114,0.00001064045,0.00002723853,0.0005504523,0.0004705425,0.001795794,0.0001417031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966732,0.0001617469,0.00003755432,0.0003913083,0.0001235617,0.0001918621,0.00007937433,0.00001662776,0.002324782],"genre_scores_gemma":[0.9987218,0.00003550273,0.00006569386,0.0002215681,0.0001041499,0.00006196641,0.00007095352,0.00001480358,0.0007035427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01041524,"threshold_uncertainty_score":0.4312887,"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."}}