{"id":"W4412199743","doi":"10.1093/bjs/znaf136","title":"Birth rates after laparoscopic and open ileal pouch–anal anastomosis for ulcerative colitis: a nationwide population-based cohort study","year":2025,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Takeda Canada; Novo Nordisk Fonden; Danmarks Grundforskningsfond","keywords":"Medicine; Ulcerative colitis; Anastomosis; Pouch; Cohort; Population; Cohort study; General surgery; Surgery; Proctocolectomy; Internal medicine; Gastroenterology; Environmental health; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007180648,0.0001114939,0.0002981682,0.0001186335,0.0001421909,0.0002259763,0.00012693,0.00006434827,0.00003048165],"category_scores_gemma":[0.0004214853,0.0001318581,0.0001137781,0.00009244322,0.00004084724,0.00002768672,0.0000560038,0.00007185652,3.527302e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003080424,"about_ca_system_score_gemma":0.0004430932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001388869,"about_ca_topic_score_gemma":0.001324897,"domain_scores_codex":[0.9988557,0.0001776118,0.0004565813,0.0002077914,0.0001416834,0.0001606568],"domain_scores_gemma":[0.9990615,0.0001068258,0.0002186567,0.0001013749,0.0004175365,0.00009410616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001162658,0.0001616642,0.9939911,0.00004719102,0.0002089157,0.000210499,0.0000113569,0.00003541355,0.0001126404,0.000006881059,0.002820005,0.001231666],"study_design_scores_gemma":[0.001315994,0.00006896308,0.9971804,0.0001847269,0.00007803557,0.00003509712,0.00009857896,0.00003042937,0.0004214885,0.00006991185,0.000389729,0.0001266425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983103,0.0004300045,0.0001688387,0.00007866706,0.0002077631,0.0006145102,0.000134377,0.000003483426,0.00005207341],"genre_scores_gemma":[0.998739,0.00006604382,0.0001932661,0.000441143,0.0001226834,0.0001355165,0.00006623239,0.00001437724,0.0002217125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003189294,"threshold_uncertainty_score":0.5377019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044956326242271,"score_gpt":0.2776364584417525,"score_spread":0.2671868951793298,"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."}}