{"id":"W4411237443","doi":"10.1097/sla.0000000000006777","title":"Impact of a Patient-centered Program for Low Anterior Resection Syndrome","year":2025,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Stoma care and complications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; St. Paul's Hospital; McGill University; Centre hospitalier universitaire de Québec; Jewish General Hospital","funders":"","keywords":"Medicine; Resection; MEDLINE; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001269461,0.00006427619,0.0003013987,0.0002482725,0.00002127229,0.000004116532,0.00003234735,0.00004125367,0.00001988233],"category_scores_gemma":[0.0002300583,0.00005459604,0.0004072071,0.0002484157,0.00003527032,0.00004067343,0.00001409262,0.00003334769,0.000001239196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001506,"about_ca_system_score_gemma":0.0001691295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006954923,"about_ca_topic_score_gemma":0.000002848606,"domain_scores_codex":[0.9993233,0.00001413881,0.0003103666,0.0001106182,0.0001093048,0.0001322487],"domain_scores_gemma":[0.9989158,0.0001550689,0.0001251069,0.000223431,0.0005417225,0.00003887483],"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":[0.003168032,0.003333272,0.4106738,0.001720778,0.00115486,0.000019548,0.0002241031,0.000002712714,0.02031031,0.00009362871,0.08738714,0.4719119],"study_design_scores_gemma":[0.000355293,0.001335167,0.9769669,0.001353426,0.00004961113,0.00003454072,0.00005552002,0.00005165653,0.01818382,0.0001855185,0.001360967,0.00006763215],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979817,0.0004091759,0.00005771861,0.0005047003,0.0001022021,0.0004816633,0.00004200879,0.00002944881,0.0003913981],"genre_scores_gemma":[0.9994655,0.00007951928,0.00006665969,0.0001260655,0.00001237621,0.000127904,0.00003103425,0.000006712482,0.00008428232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5662931,"threshold_uncertainty_score":0.2226362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1445150617121868,"score_gpt":0.4147621208947426,"score_spread":0.2702470591825559,"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."}}