{"id":"W2159603764","doi":"10.9778/cmajo.20140012","title":"Treatment for overweight and obesity in adult populations: a systematic review and meta-analysis","year":2014,"lang":"en","type":"review","venue":"CMAJ Open","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; McMaster University Medical Centre","funders":"","keywords":"Overweight; Orlistat; Medicine; Weight loss; Obesity; Body mass index; Waist; Confidence interval; Randomized controlled trial; Meta-analysis; Adverse effect; Incidence (geometry); Internal medicine; Demography; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0117071,0.00259738,0.01779465,0.005908982,0.0005355528,0.002855062,0.001869949,0.001980933,0.004137126],"category_scores_gemma":[0.0279864,0.001195483,0.02825741,0.006766181,0.0006652244,0.001685828,0.001332834,0.001884956,0.00028248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002876567,"about_ca_system_score_gemma":0.004040472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007251887,"about_ca_topic_score_gemma":0.01684307,"domain_scores_codex":[0.9912652,0.004226652,0.002453364,0.0006865641,0.001093272,0.0002748786],"domain_scores_gemma":[0.9855615,0.01026632,0.002685719,0.0003081444,0.0009844732,0.0001939203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001695787,0.00005211304,0.002185437,0.6202001,0.3486198,0.0001054963,0.00008092936,0.0003881682,0.0001406059,0.0001313189,0.001021344,0.02537896],"study_design_scores_gemma":[0.001130715,0.0003901263,0.003962116,0.09484274,0.8956153,0.0001699717,0.00006695405,0.0001810941,0.0001153527,0.0002379005,0.003259117,0.00002868346],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001621416,0.9973472,0.0002040939,0.0001448615,0.00008241742,0.0002016576,0.0002387797,0.00001316209,0.0001464384],"genre_scores_gemma":[0.04819235,0.9485936,0.001257288,0.0006188648,0.0001559662,0.0006823018,0.0003598186,0.00001177831,0.0001279598],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01779465,"threshold_uncertainty_score":0.06191379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2005478911706748,"score_gpt":0.4249804487575907,"score_spread":0.2244325575869159,"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."}}