{"id":"W2583288696","doi":"10.1007/s11695-017-2566-0","title":"What Is a Favourable Risk-Benefit Profile Concerning Metabolic Surgery for Patients with Type 2 Diabetes?","year":2017,"lang":"en","type":"letter","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Intensive care medicine; Surgery; General surgery; Endocrinology","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":[0.002152171,0.0002322947,0.001156152,0.0004426653,0.001232159,0.002179823,0.0005932152,0.01008482,0.00437367],"category_scores_gemma":[0.03176964,0.0001897326,0.0006298435,0.0007351551,0.001116085,0.002292871,0.0005881217,0.01145335,0.001571128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001476218,"about_ca_system_score_gemma":0.002005853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001151136,"about_ca_topic_score_gemma":0.002397693,"domain_scores_codex":[0.9981465,0.0008842273,0.0003050104,0.0001364934,0.0003011891,0.0002266837],"domain_scores_gemma":[0.9884348,0.007944463,0.001185909,0.0001689485,0.0009387115,0.001327036],"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":[0.002978815,0.0005482341,0.1160577,0.001102156,0.0005676894,0.02876284,0.0008857147,0.0007520222,0.0008847333,0.01588528,0.6400318,0.1915431],"study_design_scores_gemma":[0.002997311,0.002131735,0.11121,0.005828912,0.001202221,0.08079964,0.009618293,0.003218374,0.001080808,0.1944707,0.5868742,0.0005679054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008450429,0.008471514,0.0001405938,0.9730561,0.005222917,0.000008722828,0.0001071115,0.000009401992,0.004533216],"genre_scores_gemma":[0.142315,0.01550273,0.000735072,0.7313741,0.1079513,0.00005773534,0.0002128128,0.00001894576,0.001832449],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01008482,"threshold_uncertainty_score":0.01463139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616985015151207,"score_gpt":0.2443970342529012,"score_spread":0.2182271841013892,"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."}}