{"id":"W3217680650","doi":"10.1016/j.suronc.2021.101691","title":"Low Anterior Resection Syndrome: Predisposing Factors and Treatment","year":2021,"lang":"en","type":"article","venue":"Surgical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Sequela; Colostomy; Psychological intervention; Quality of life (healthcare); Rehabilitation; Intensive care medicine; Intervention (counseling); Colorectal cancer; Physical therapy; Surgery; General surgery; Cancer; Nursing; Internal medicine","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":[0.00007082488,0.0001848073,0.000604953,0.00006495553,0.00008401044,0.00001668942,0.00002392801,0.000193365,0.0006816073],"category_scores_gemma":[0.00004750409,0.0001297374,0.0001499013,0.0002213079,0.0001155753,0.00005331627,0.0000576315,0.0001377918,0.0000217784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008214593,"about_ca_system_score_gemma":0.0002329401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006210407,"about_ca_topic_score_gemma":0.0001325755,"domain_scores_codex":[0.998751,0.0001392863,0.0002472448,0.0004139445,0.0001589922,0.0002895761],"domain_scores_gemma":[0.9991321,0.0003006454,0.00005316022,0.0001739976,0.00006794053,0.0002721544],"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":[0.005675939,0.003648735,0.3520484,0.0001257297,0.000789899,0.06884763,0.0005716131,0.000003008096,0.004717876,0.0001231783,0.00006346466,0.5633845],"study_design_scores_gemma":[0.01053641,0.01646658,0.5520734,0.0002395175,0.000375791,0.01896706,0.0002332691,0.00007574268,0.02110108,0.00007382478,0.3795496,0.0003077226],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763958,0.001058063,0.00000368494,0.0006073021,0.0004199605,0.000277228,0.00001213425,0.00006892195,0.02115683],"genre_scores_gemma":[0.9966751,0.001171008,0.000128647,0.00005968702,0.00009817408,0.00004393233,0.00004091808,0.00001750504,0.001765024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5630767,"threshold_uncertainty_score":0.7463122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02859751244517803,"score_gpt":0.3330246328972186,"score_spread":0.3044271204520405,"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."}}