{"id":"W4229442382","doi":"10.1007/s00464-022-09291-x","title":"New persistent opioid use after bariatric surgery: a systematic review and pooled proportion meta-analysis","year":2022,"lang":"en","type":"review","venue":"Surgical Endoscopy","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Meta-analysis; MEDLINE; Anxiety; Surgery; Internal medicine; Psychiatry","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":[0.01015016,0.003207279,0.02040075,0.004820311,0.0005881902,0.00373128,0.002035747,0.002579146,0.00443387],"category_scores_gemma":[0.02272968,0.00229326,0.04640082,0.006100895,0.0008424853,0.002422311,0.002431116,0.002999368,0.0004728632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0021603,"about_ca_system_score_gemma":0.003073185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007721675,"about_ca_topic_score_gemma":0.02210779,"domain_scores_codex":[0.9916265,0.003249429,0.002887374,0.001119693,0.0007614426,0.000355495],"domain_scores_gemma":[0.9900885,0.006538614,0.002115088,0.0004652592,0.0006173045,0.0001753166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002025064,0.00002024382,0.00341646,0.2110371,0.7774342,0.00007642279,0.00006256266,0.0002085794,0.0001277373,0.00005400413,0.0003472463,0.005190477],"study_design_scores_gemma":[0.0007077816,0.00008029978,0.002622505,0.007573738,0.9881689,0.00005034213,0.00003329834,0.00007183549,0.00003631908,0.00007657109,0.0005600167,0.00001841181],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007773206,0.9899786,0.0007686887,0.0001103985,0.000195796,0.0002484563,0.0006980457,0.00003614698,0.0001906967],"genre_scores_gemma":[0.2395641,0.7529033,0.003227452,0.001232069,0.000283063,0.001043653,0.00109862,0.00006645291,0.0005813207],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02040075,"threshold_uncertainty_score":0.05367982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09687474826153396,"score_gpt":0.3337732192813492,"score_spread":0.2368984710198152,"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."}}