{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008545573,0.0002815148,0.0004935575,0.0002333182,0.0002721839,0.0002515791,0.00028376,0.0005178319,0.003454185],"category_scores_gemma":[0.002486016,0.0000927142,0.000622939,0.0001348366,0.0002969684,0.0002895026,0.0004327742,0.0006378438,0.0001361886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000353432,"about_ca_system_score_gemma":0.0008310216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004617231,"about_ca_topic_score_gemma":0.0008314656,"domain_scores_codex":[0.9994164,0.0002984124,0.00004923088,0.00006039538,0.0001050803,0.00007061716],"domain_scores_gemma":[0.9988637,0.0003975579,0.0002618007,0.00004406089,0.00004075814,0.0003920969],"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":[0.1979406,0.137885,0.04464314,0.002126014,0.001272982,0.0002931846,0.0003906139,0.002561155,0.006887621,0.0003636496,0.001396008,0.60424],"study_design_scores_gemma":[0.1221431,0.6261647,0.2411671,0.0005718073,0.001000272,0.0004497877,0.0003409712,0.002821082,0.002411123,0.0002551096,0.002626118,0.00004876668],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980452,0.000591438,0.0001815429,0.0002222687,0.00004837464,0.000311985,0.0000479867,0.00001644333,0.0005346609],"genre_scores_gemma":[0.9972329,0.0004634629,0.001126594,0.0001914792,0.00007633006,0.0005607664,0.000124096,0.000001476626,0.0002229053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003454185,"threshold_uncertainty_score":0.01155537,"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."}}