{"id":"W3172993534","doi":"10.1371/journal.pone.0252487","title":"Association between obesity and risk of fracture, bone mineral density and bone quality in adults: A systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Institut National de Santé Publique du Québec; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Diabetes Canada; Shriners Hospitals for Children","keywords":"Medicine; Bone mineral; Meta-analysis; Obesity; Internal medicine; Osteoporosis; Bone remodeling; Cochrane Library; Relative risk; Population; Bone density; Confidence interval; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.006136642,0.0004076862,0.01763939,0.0003911963,0.00006915849,0.00002730044,0.00006403096,0.0004900701,0.00005280519],"category_scores_gemma":[0.006448227,0.0002879133,0.0008242582,0.001015829,0.00006202233,0.00006968139,0.0001395272,0.0009638275,0.000002435095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002005688,"about_ca_system_score_gemma":0.0002040861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001455846,"about_ca_topic_score_gemma":0.0008743524,"domain_scores_codex":[0.9928726,0.002857833,0.002243693,0.0006566701,0.001018869,0.0003503146],"domain_scores_gemma":[0.9947685,0.001742679,0.00196043,0.0006422703,0.0005224529,0.000363645],"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":[0.000009018727,0.0003773123,0.02958238,0.8749752,0.09457731,0.00001288248,0.00004881612,2.359617e-9,1.915113e-7,0.000001155692,0.00003146619,0.000384242],"study_design_scores_gemma":[0.0004423411,0.00008541832,0.01745092,0.1178525,0.8637836,0.00000835126,0.00001386375,0.000002151256,0.000001453033,0.00000488513,0.0001490206,0.0002055089],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0175998,0.9776269,0.000002115992,0.0004467237,0.000002390835,0.003911388,0.0003896178,0.00001214837,0.000008934875],"genre_scores_gemma":[0.001035593,0.9973426,0.0003843724,0.0002124542,0.00003011685,0.0002273177,0.0004010075,0.00002454318,0.000341998],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7692063,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1580122632260848,"score_gpt":0.3907782369272114,"score_spread":0.2327659737011266,"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."}}