{"id":"W2135203540","doi":"10.1001/archsurg.2011.270","title":"Safety of Laparoscopic vs Open Bariatric Surgery","year":2011,"lang":"en","type":"review","venue":"Archives of Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Surgery; Incisional hernia; Randomized controlled trial; Relative risk; Meta-analysis; Cochrane Library; Laparoscopic surgery; Body mass index; Incidence (geometry); Anastomosis; Abdominal surgery; Hernia; Laparoscopy; Confidence interval; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03666579,0.00216567,0.01881615,0.004316011,0.0004824148,0.00432952,0.001988584,0.002880638,0.002826895],"category_scores_gemma":[0.1084189,0.001293677,0.03041383,0.003614356,0.001171601,0.002330853,0.001554603,0.002608904,0.0002646135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002522049,"about_ca_system_score_gemma":0.003190611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002168298,"about_ca_topic_score_gemma":0.00281395,"domain_scores_codex":[0.9478215,0.03134784,0.01107703,0.003869737,0.005334578,0.000549354],"domain_scores_gemma":[0.9206578,0.0555592,0.01849096,0.001491622,0.003247405,0.0005530423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01857394,0.00006100335,0.006007324,0.3541023,0.589026,0.0001065164,0.00009292395,0.0006552832,0.000247644,0.0002464372,0.0006540614,0.03022665],"study_design_scores_gemma":[0.01107384,0.003459467,0.0108001,0.0604423,0.9085769,0.0003463382,0.0001158662,0.0005388008,0.0004562796,0.001051322,0.003062503,0.00007622594],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01032179,0.9856543,0.001185659,0.0005779242,0.0007171624,0.0004372437,0.000604576,0.00002899103,0.0004724759],"genre_scores_gemma":[0.5054812,0.4791278,0.005586529,0.002897425,0.002491455,0.002817591,0.001066636,0.00006568492,0.0004657219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03666579,"threshold_uncertainty_score":0.1939095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069792159600043,"score_gpt":0.3301510756200134,"score_spread":0.2231718596600091,"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."}}