{"id":"W2107542394","doi":"10.9778/cmajo.20140050","title":"Strategies for weight maintenance in adult populations treated for overweight and obesity: a systematic review and meta-analysis","year":2015,"lang":"en","type":"review","venue":"CMAJ Open","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada","keywords":"Overweight; Weight loss; Medicine; Body mass index; Meta-analysis; Obesity; Weight management; Confidence interval; Psychological intervention; Waist; Physical therapy; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01084878,0.002268142,0.01619998,0.005003939,0.0005804584,0.002760623,0.001816755,0.001906618,0.00454241],"category_scores_gemma":[0.02836146,0.001125908,0.02553576,0.005052294,0.0006333026,0.001727327,0.001208451,0.002068808,0.0002901503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00295954,"about_ca_system_score_gemma":0.004125305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00759418,"about_ca_topic_score_gemma":0.01780566,"domain_scores_codex":[0.9929309,0.003415176,0.001999991,0.0005194647,0.0009075801,0.0002267478],"domain_scores_gemma":[0.9872743,0.009092432,0.002384012,0.00023347,0.000820157,0.0001956504],"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":[0.003073622,0.00006910006,0.001695568,0.7080016,0.2500482,0.00009659529,0.0001222222,0.0003773592,0.0001591573,0.0001540501,0.0008417593,0.03536086],"study_design_scores_gemma":[0.00269375,0.0008434053,0.003929835,0.1501763,0.8374141,0.0001730342,0.000130078,0.0002593904,0.0001816647,0.0002804569,0.003882581,0.00003538969],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002532442,0.9962508,0.0002109795,0.0001541849,0.00009473474,0.0003546346,0.00018725,0.00001504887,0.0001999866],"genre_scores_gemma":[0.05894477,0.9375115,0.001392474,0.0005451506,0.0001363945,0.0009620837,0.000327543,0.00001087453,0.0001692917],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01619998,"threshold_uncertainty_score":0.05737448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1917323392693298,"score_gpt":0.4104788375423418,"score_spread":0.218746498273012,"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."}}