{"id":"W2419264736","doi":"10.1097/mib.0000000000000552","title":"Psychological Factors in Irritable Pouch Syndrome and Other Pouch Disorders","year":2015,"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":"University of Manitoba","funders":"American College of Gastroenterology","keywords":"Pouch; Pouchitis; Irritable bowel syndrome; Medicine; Proctocolectomy; Ulcerative colitis; Gastroenterology; Internal medicine; Anastomosis; Disease; 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":[0.0004835595,0.00028042,0.0003449737,0.0006232252,0.0002932585,0.0003259118,0.0001199113,0.0003341858,0.002172682],"category_scores_gemma":[0.00251359,0.0001010852,0.0003798219,0.0008100974,0.0002927199,0.0002296847,0.0003631382,0.0004859708,0.0001058337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002131567,"about_ca_system_score_gemma":0.0002318446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000974017,"about_ca_topic_score_gemma":0.00140347,"domain_scores_codex":[0.9996259,0.0001650451,0.00005009818,0.00002882776,0.00007781486,0.00005230054],"domain_scores_gemma":[0.9988924,0.0002967253,0.0005361623,0.00001717291,0.00007332974,0.0001842132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008332154,0.00009491727,0.993066,0.000102339,0.00006870295,0.0002747379,0.0001863633,0.00003057573,0.0001331681,0.00003387667,0.0001143664,0.005811724],"study_design_scores_gemma":[0.000007368471,0.0001095524,0.9984754,0.0000308498,0.0000190048,0.0008618138,0.0002332914,0.00003890527,0.00001314814,0.00002433074,0.0001835619,0.000002763883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961279,0.002641144,0.00005465393,0.0002307059,0.00001632791,0.00002965583,0.0001178171,0.000001616847,0.000780116],"genre_scores_gemma":[0.9990063,0.0006745703,0.00007172161,0.00005950168,0.00001797982,0.00001418479,0.00008363216,2.866672e-7,0.00007193129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002172682,"threshold_uncertainty_score":0.00726831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0149372937086719,"score_gpt":0.2618016029796667,"score_spread":0.2468643092709948,"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."}}