{"id":"W1023489491","doi":"10.1007/s11695-015-1827-z","title":"Letter to the Editor: Bariatric Surgery Worldwide 2013 Reveals a Rise in Mini Gastric Bypass","year":2015,"lang":"en","type":"letter","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Obesity Network","funders":"","keywords":"Medicine; Gastric bypass; Gastric bypass surgery; General surgery; Obesity Surgery; Gastric banding; Surgery; Intensive care medicine; Obesity; Weight loss; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.007706985,0.001187199,0.003529437,0.003403297,0.0002099853,0.0001752574,0.0006239109,0.001955377,0.000670982],"category_scores_gemma":[0.004566401,0.0008925081,0.001681675,0.003710204,0.0001279617,0.0002858748,0.0003641138,0.004581416,0.002415805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000706727,"about_ca_system_score_gemma":0.00160589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012093,"about_ca_topic_score_gemma":0.0001417447,"domain_scores_codex":[0.9906573,0.00163912,0.002115421,0.001458592,0.002061421,0.002068169],"domain_scores_gemma":[0.9806311,0.01524955,0.0007919351,0.002276375,0.0004270401,0.0006239603],"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":[0.0001547503,0.0001322267,0.2887135,0.0002809899,0.0001416852,0.002830923,0.0000647529,0.000003958649,0.000002064471,3.231053e-7,0.7069649,0.0007100101],"study_design_scores_gemma":[0.00029496,0.00002351018,0.09632973,0.0004527988,0.0004178489,0.000192506,0.0000135872,0.000005939223,0.000005618855,0.00002951794,0.901392,0.0008419081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06003333,0.003217594,0.00001824757,0.8983788,0.03592166,0.001481338,0.0001436075,0.0002546406,0.0005507106],"genre_scores_gemma":[0.006869877,0.0005084464,0.0001521826,0.802497,0.1685983,0.0003029578,0.0006443145,0.0002605896,0.02016632],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1944272,"threshold_uncertainty_score":0.9993526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498835427722993,"score_gpt":0.2456072665900645,"score_spread":0.2206189123128346,"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."}}