{"id":"W4221037100","doi":"10.1503/cjs.020719","title":"Guidelines for Canadian bariatric surgical and medical centres: a statement from the Canadian Association of Bariatric Physicians and Surgeons","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Windsor Regional Hospital; Humber River Regional Hospital; Guelph General Hospital; Université du Québec; Montreal General Hospital; Western University; Richmond Hospital; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University Health Network","funders":"","keywords":"Medicine; Standardization; Multidisciplinary approach; Statement (logic); Medical care; Family medicine; Severe obesity; Obesity; Weight loss; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01372795,0.001573057,0.001644064,0.007913196,0.004981376,0.005174168,0.007861532,0.01057163,0.01017032],"category_scores_gemma":[0.03814854,0.001191227,0.003079661,0.00779422,0.003298319,0.002561176,0.003102428,0.01028811,0.005277385],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04742975,"about_ca_system_score_gemma":0.2405531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8706453,"about_ca_topic_score_gemma":0.9239013,"domain_scores_codex":[0.9843183,0.002267566,0.002413827,0.0005647852,0.008604602,0.001830865],"domain_scores_gemma":[0.9050556,0.004599318,0.003318559,0.0009882388,0.07762935,0.008409027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001763809,0.00004453585,0.001014237,0.0003997591,0.00001597762,0.0001264453,0.000230649,0.0002557175,0.00009798788,0.003561436,0.9629015,0.03133408],"study_design_scores_gemma":[0.00007068789,0.00001906697,0.005459598,0.003141426,0.00004429192,0.0003238101,0.0005113628,0.0003104317,0.0001088242,0.002293219,0.9876265,0.0000908779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002325708,0.07923449,0.01102786,0.7566752,0.02791788,0.003597114,0.01867859,0.001082565,0.09946056],"genre_scores_gemma":[0.03776308,0.1627616,0.224164,0.3450575,0.01326159,0.007985434,0.07085384,0.00115104,0.137002],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9525703,"threshold_uncertainty_score":0.3441285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04085593584915172,"score_gpt":0.2763869672329987,"score_spread":0.2355310313838469,"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."}}