{"id":"W2019209891","doi":"10.1038/nrgastro.2015.58","title":"To bypass or switch? That is the question in obesity surgery","year":2015,"lang":"en","type":"review","venue":"Nature Reviews Gastroenterology & Hepatology","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Weight loss; Gastric bypass; Gastric bypass surgery; Duodenal switch; Adverse effect; Obesity; Weight Loss Surgery; Obesity Surgery; Surgery; MEDLINE; General surgery; Intensive care medicine; Internal medicine","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":[0.00279395,0.0005969253,0.002315908,0.0009881944,0.0003970299,0.002169482,0.001089119,0.002485022,0.004876225],"category_scores_gemma":[0.004846946,0.000257441,0.001196757,0.001606288,0.001656473,0.004355384,0.001010236,0.004943375,0.001409948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000724417,"about_ca_system_score_gemma":0.001992344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001648679,"about_ca_topic_score_gemma":0.003953993,"domain_scores_codex":[0.9991783,0.0002472299,0.0001499564,0.0001491201,0.0001970912,0.00007815133],"domain_scores_gemma":[0.997556,0.001752976,0.0002978276,0.00003991542,0.0002445783,0.0001087107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002545098,0.00006783838,0.0008776213,0.02973007,0.0004691936,0.0002136641,0.0001638239,0.0003308667,0.0004350565,0.01761872,0.06563287,0.8842058],"study_design_scores_gemma":[0.0001916176,0.0001829653,0.00262855,0.04760877,0.0007957266,0.001837006,0.0006543408,0.0002313035,0.0001724293,0.02256577,0.9230543,0.00007712215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001065493,0.9916751,0.000101997,0.006509849,0.001069195,0.0000017933,0.00001391003,0.000003425096,0.0005181452],"genre_scores_gemma":[0.001454925,0.990669,0.0001823688,0.005020168,0.002366084,0.000004194429,0.00001812057,0.000002800663,0.0002823265],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004876225,"threshold_uncertainty_score":0.0163126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08141250586615377,"score_gpt":0.3880331914779878,"score_spread":0.306620685611834,"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."}}