{"id":"W4405192146","doi":"10.14309/01.ajg.0001082940.16934.70","title":"S102 Demographic Analysis of Patients With Ulcerative Colitis Undergoing Restorative Proctocolectomy With Ileal Pouch–Anal Anastomosis: A Single-Center Study Over the Past 12 Years","year":2024,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Proctocolectomy; Ulcerative colitis; Anastomosis; Pouch; Gastroenterology; Internal medicine; Surgery; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003723252,0.0002055965,0.0003862467,0.001255874,0.0005391478,0.000408886,0.0002188607,0.0003600909,0.00280483],"category_scores_gemma":[0.001266977,0.0002575697,0.0003810705,0.001536249,0.0002015773,0.0006676678,0.0003293291,0.0003032526,0.0004296049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003087876,"about_ca_system_score_gemma":0.0004195245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00213419,"about_ca_topic_score_gemma":0.002548385,"domain_scores_codex":[0.9996645,0.00005317543,0.00008239264,0.00006747046,0.0000722981,0.00006014067],"domain_scores_gemma":[0.9989009,0.0001611415,0.0005927705,0.00004905406,0.0001068945,0.0001892039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000370738,0.00002803903,0.999195,0.000006447568,0.000007916514,0.00009101374,0.00003953846,0.000006186006,0.00005364411,0.00000278066,0.00006128551,0.0004709366],"study_design_scores_gemma":[0.000004272431,0.0001716385,0.99849,0.000007687919,0.00001133804,0.0007083382,0.0003257344,0.00005246594,0.00002761967,0.000005169277,0.0001929291,0.00000278498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989086,0.0001752029,0.00004598878,0.00004003928,0.000006989221,0.00001579906,0.0004651469,0.000002954775,0.0003392577],"genre_scores_gemma":[0.9988714,0.0001421068,0.00009124207,0.00003719645,0.00001792687,0.00002699169,0.0006551069,0.000001362385,0.0001566413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00280483,"threshold_uncertainty_score":0.009383023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014756076426765,"score_gpt":0.2603275504105876,"score_spread":0.25017998964632,"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."}}