{"id":"W4306639547","doi":"10.1007/s11605-022-05481-z","title":"Does the Low Anterior Resection Syndrome Score Accurately Represent the Impact of Bowel Dysfunction on Health-Related Quality of Life?","year":2022,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"ASCRS Research Foundation","keywords":"Medicine; Quality of life (healthcare); Colorectal cancer; Short bowel syndrome; Bowel function; Ileostomy; Surgery; Internal medicine; Cancer","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":[0.002404973,0.0007009783,0.00129421,0.001458648,0.0002806668,0.001494602,0.0006050334,0.001230072,0.001745112],"category_scores_gemma":[0.01116161,0.0002449034,0.001335403,0.001460817,0.0005662121,0.001711976,0.0006394339,0.00119378,0.000596104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004615792,"about_ca_system_score_gemma":0.00039911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002839187,"about_ca_topic_score_gemma":0.006439588,"domain_scores_codex":[0.998538,0.0004947542,0.0003014636,0.0001598594,0.0003374655,0.0001684217],"domain_scores_gemma":[0.9934616,0.001840057,0.002953335,0.0002561481,0.00103273,0.0004562054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001810766,0.0000499176,0.9910568,0.00006090677,0.00033174,0.00004876977,0.00004027331,0.0002329995,0.0001396467,0.00009144506,0.0006040309,0.007162265],"study_design_scores_gemma":[0.00001872849,0.0002454763,0.9960551,0.00006876532,0.0001487542,0.0002602299,0.0002092722,0.001705927,0.0001287954,0.0002883038,0.000849605,0.00002115816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797043,0.004960821,0.001516726,0.002690769,0.0003692681,0.00005421058,0.002441166,0.00003494988,0.008227825],"genre_scores_gemma":[0.996699,0.0007948775,0.0005789542,0.0003627963,0.0002089142,0.00002740637,0.001034512,0.000006736105,0.0002866858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002839187,"threshold_uncertainty_score":0.01271886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07894505185602362,"score_gpt":0.3499643497537844,"score_spread":0.2710192978977608,"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."}}