{"id":"W2984003898","doi":"10.1093/geroni/igz038.3156","title":"FALLS IN MID-LIFE: A SCOPING LITERATURE REVIEW","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Neurotrauma Foundation; Western University","funders":"","keywords":"CINAHL; Falling (accident); Gerontology; Accidental; Fear of falling; Falls in older adults; Injury prevention; Medicine; Population; Fall prevention; Poison control; Accidental fall; Occupational safety and health; Demography; Suicide prevention; Environmental health; Psychological intervention; Psychiatry; Surgery","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":[0.009497643,0.001681741,0.004849501,0.03003948,0.002338941,0.005788605,0.002032538,0.004824831,0.004725464],"category_scores_gemma":[0.04366696,0.001360156,0.004181154,0.02644322,0.001564683,0.004974272,0.003068664,0.002131199,0.0007953016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006843956,"about_ca_system_score_gemma":0.02510116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01178287,"about_ca_topic_score_gemma":0.02328027,"domain_scores_codex":[0.9908134,0.00267596,0.003659457,0.0005844531,0.001862862,0.0004038327],"domain_scores_gemma":[0.9711624,0.01999398,0.004011994,0.0003360832,0.004110893,0.0003845859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001026001,0.00006647307,0.001305111,0.7681632,0.001108615,0.0006305782,0.002427195,0.0002502741,0.000233406,0.002378671,0.009566315,0.2137676],"study_design_scores_gemma":[0.00001316624,0.00004756549,0.001962128,0.9628658,0.001597239,0.0005227239,0.001275654,0.00005481217,0.00006267099,0.0006488462,0.03092778,0.0000215596],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005666749,0.9975193,0.0001377065,0.000565039,0.0002500357,0.0001800349,0.0001330377,0.000005408916,0.000642832],"genre_scores_gemma":[0.005749136,0.9923212,0.000477096,0.0005603308,0.0001052462,0.000464482,0.0001576522,0.000002932947,0.0001618818],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03003948,"threshold_uncertainty_score":0.05022895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03458899501917884,"score_gpt":0.3983364699124272,"score_spread":0.3637474748932483,"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."}}