{"id":"W3210323475","doi":"10.1016/j.jamcollsurg.2021.07.099","title":"Low Anterior Resection Syndrome in a Reference North American Population: Prevalence, Predictors, and Association with Quality of Life","year":2021,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Association (psychology); Population; Demography; Resection; Gerontology; Surgery; Environmental health; Epistemology","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":[0.0002188768,0.0001659244,0.0002199253,0.001074323,0.0004395076,0.0004556683,0.0002108467,0.0003424322,0.002197775],"category_scores_gemma":[0.001060298,0.0001903434,0.0002317047,0.001045553,0.0002171126,0.0004013295,0.0003049608,0.0003782892,0.0002657424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002783315,"about_ca_system_score_gemma":0.0003131504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097708,"about_ca_topic_score_gemma":0.01034116,"domain_scores_codex":[0.9998455,0.00003124499,0.00002195941,0.00003267786,0.00003735031,0.00003136602],"domain_scores_gemma":[0.9995124,0.0001015487,0.000152469,0.00002754618,0.00007311563,0.0001327662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003071148,0.0000385382,0.9989572,0.000003061336,0.00001261547,0.00006375697,0.00004286834,0.0000169925,0.00007059515,0.000008482433,0.0001446813,0.0006104757],"study_design_scores_gemma":[0.000003644687,0.00003793384,0.9993446,0.000003144941,0.000008477465,0.0002040777,0.0002158862,0.00009182586,0.00001062108,0.00001046478,0.00006738291,0.000001823775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985868,0.0001160527,0.00005021094,0.00006202766,0.000005188567,0.000006641722,0.0005004569,0.000004439121,0.0006681468],"genre_scores_gemma":[0.9989485,0.0001686955,0.0000622231,0.00004170714,0.00001361426,0.00001371619,0.0006030151,0.000002003731,0.0001465361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9890229,"threshold_uncertainty_score":0.02182639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709150212127934,"score_gpt":0.2758634220328253,"score_spread":0.2587719199115459,"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."}}