{"id":"W3184729570","doi":"10.1111/jgs.17375","title":"Interventions for preventing falls and fall‐related fractures in community‐dwelling older adults: A systematic review and network meta‐analysis","year":2021,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":196,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Toronto; St. Michael's Hospital","funders":"Staatssekretariat für Bildung, Forschung und Innovation; Horizon 2020 Framework Programme; European Commission","keywords":"Medicine; Psychological intervention; Meta-analysis; Relative risk; Randomized controlled trial; Fall prevention; Poison control; Confidence interval; Falls in older adults; Physical therapy; Systematic review; Rate ratio; Injury prevention; MEDLINE; Emergency medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008891913,0.0004228266,0.007920108,0.0001772992,0.0007973731,0.00005264018,0.0005740938,0.000288478,0.000008679959],"category_scores_gemma":[0.0007939867,0.0002603294,0.007963036,0.002324563,0.0001122226,0.0001257813,0.0003878404,0.002775006,6.73098e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001963938,"about_ca_system_score_gemma":0.0002691314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000127029,"about_ca_topic_score_gemma":0.0001208901,"domain_scores_codex":[0.9881632,0.007326225,0.003522444,0.0002644343,0.0002902307,0.0004334145],"domain_scores_gemma":[0.9845349,0.003583227,0.01082705,0.0005542082,0.0003846634,0.0001159399],"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":[0.000003185009,0.0001781299,0.0001059718,0.9440269,0.05044765,0.000001092829,0.001536341,0.000006002368,3.985655e-8,0.0000133061,0.0009753192,0.002705993],"study_design_scores_gemma":[0.0004655701,0.00005320615,0.0004342824,0.4854389,0.5076438,0.00002469885,0.003061262,0.00004934032,1.188897e-9,0.0001084532,0.002454861,0.0002656796],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002894495,0.9950069,0.001012092,0.0001760028,0.0002327823,0.003207005,0.00005633734,0.00001135074,0.000008047036],"genre_scores_gemma":[0.0002703123,0.996093,0.002348451,0.000590511,0.0001451276,0.0002817591,0.00003870717,0.000049332,0.0001827763],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4585881,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06091473250291179,"score_gpt":0.4263981525493094,"score_spread":0.3654834200463976,"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."}}