{"id":"W2115834029","doi":"10.1016/s1499-2671(11)52004-0","title":"Metabolic (Bariatric) Surgery in Canada: a new concept","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Diabetes Canada","funders":"","keywords":"Medicine; Summit; Type 2 diabetes; Diabetes mellitus; Obesity; Population; Gerontology; Health care; Family medicine; Environmental health; Internal medicine; Endocrinology; Economic growth; Geography","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":[0.00306394,0.0005646577,0.0007495115,0.004130736,0.005678223,0.009127953,0.002560709,0.004339573,0.01024454],"category_scores_gemma":[0.007936485,0.0003725191,0.0006556604,0.008601675,0.006807506,0.005485202,0.003055027,0.005942196,0.0004246067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1266768,"about_ca_system_score_gemma":0.2622132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9881173,"about_ca_topic_score_gemma":0.9939647,"domain_scores_codex":[0.9964511,0.0002808536,0.0002426317,0.0004016186,0.00169054,0.000933136],"domain_scores_gemma":[0.9819036,0.001453292,0.001259943,0.0002004218,0.007658986,0.007523709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003293841,0.0005866396,0.1465081,0.001591103,0.0001904191,0.001226758,0.005352607,0.00155517,0.0008623603,0.1855315,0.3389107,0.3173552],"study_design_scores_gemma":[0.000228275,0.0002527905,0.3394242,0.006345045,0.0004097997,0.001220191,0.02528761,0.004008031,0.0003985758,0.05772812,0.5642047,0.0004926313],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05035513,0.08050349,0.002269276,0.8018815,0.006270553,0.00007170237,0.002571017,0.0001297712,0.05594749],"genre_scores_gemma":[0.7171221,0.1342608,0.006216161,0.1202888,0.007413261,0.0000880092,0.001443636,0.0001274268,0.01303976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1266768,"threshold_uncertainty_score":0.9191085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02994166231122642,"score_gpt":0.205445194182101,"score_spread":0.1755035318708746,"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."}}