{"id":"W4394765498","doi":"10.1111/codi.16984","title":"Three‐stage versus modified two‐stage surgery for ulcerative colitis: a patient‐centred treatment trade‐off study","year":2024,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Stoma care and complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Interquartile range; Ulcerative colitis; Anastomosis; Ileostomy; Pouch; Surgery; Stage (stratigraphy); General surgery; Colectomy; Demographics; Internal medicine; Disease; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003118687,0.0002678728,0.0003686412,0.0001485605,0.0001693594,0.00008623939,0.00006834013,0.00004230085,0.0001557181],"category_scores_gemma":[0.0001232895,0.0002292283,0.0003969549,0.0003091849,0.00006707566,0.00009207222,0.00002895282,0.00008137895,0.00004489986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004236538,"about_ca_system_score_gemma":0.0006185784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006916499,"about_ca_topic_score_gemma":0.0003235212,"domain_scores_codex":[0.9985057,0.00005356977,0.0002943043,0.000542702,0.0002498588,0.0003538744],"domain_scores_gemma":[0.9984556,0.0006018534,0.00004684725,0.0003519998,0.00007759922,0.0004661261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2766176,0.04109113,0.05145447,0.002135111,0.01216744,0.0128274,0.0578365,0.0003481796,0.001631766,0.03576485,0.06582568,0.4422999],"study_design_scores_gemma":[0.02811403,0.01502142,0.8381762,0.0004997078,0.005303386,0.00002134166,0.0244684,0.04890447,0.0007199997,0.0007734523,0.0363956,0.001602027],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888391,0.002421835,0.0001159641,0.0006078888,0.0007170882,0.004175802,0.001497639,0.0003373729,0.001287285],"genre_scores_gemma":[0.9950118,0.0000251503,0.00002662379,0.0001042033,0.0002017707,0.003375539,0.0005663617,0.00004750096,0.0006410356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7867217,"threshold_uncertainty_score":0.9347661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0651415644804845,"score_gpt":0.3245228223237416,"score_spread":0.2593812578432572,"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."}}