{"id":"W2058880737","doi":"10.1016/s1499-2671(11)52009-x","title":"Access to Bariatric (Metabolic) Surgery in Canada","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Ethicon Endo-Surgery; Covidien","keywords":"Medicine; Obesity; Diabetes mellitus; Metabolic syndrome; Surgery; Weight loss; Hyperlipidemia; Internal medicine","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":[0.0004120615,0.0002658822,0.0005049514,0.001874794,0.004022975,0.002351322,0.001428272,0.001238526,0.0107211],"category_scores_gemma":[0.003158965,0.0004820307,0.0009881053,0.006430442,0.0008120427,0.0007891437,0.001585063,0.002133003,0.0003419019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06062629,"about_ca_system_score_gemma":0.1102917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9978607,"about_ca_topic_score_gemma":0.9992537,"domain_scores_codex":[0.9977694,0.00009032732,0.0001368782,0.0001802276,0.0005822226,0.001240964],"domain_scores_gemma":[0.9928787,0.0002613518,0.0009413811,0.00005549756,0.00190272,0.003960181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002470491,0.000252957,0.9464898,0.0002912506,0.0002304403,0.001341174,0.001751981,0.00060542,0.0002614655,0.003914474,0.02408724,0.02052682],"study_design_scores_gemma":[0.00008460967,0.00004955953,0.9818958,0.0003161824,0.0001160812,0.0004449452,0.004515279,0.0007127679,0.000082753,0.0003120434,0.01142575,0.00004421725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039134,0.008306042,0.0002898622,0.02696918,0.0004158724,0.0002166029,0.01773393,0.00006162213,0.04209362],"genre_scores_gemma":[0.9872283,0.003500031,0.0002632648,0.002310869,0.00008284928,0.00003083029,0.00184124,0.00001429885,0.004728368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06062629,"threshold_uncertainty_score":0.4398766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03702489348464227,"score_gpt":0.2277826687302269,"score_spread":0.1907577752455846,"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."}}