{"id":"W3164278202","doi":"10.1093/ageing/afab076","title":"New horizons in falls prevention and management for older adults: a global initiative","year":2021,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Calgary; Women and Children’s Health Research Institute; Université de Montréal; University of Alberta; Parkwood Institute; Lawson Health Research Institute; Western University","funders":"National Institute for Health and Care Research","keywords":"Medicine; Falls in older adults; Gerontology; Fall prevention; Suicide prevention; Poison control; Medical emergency","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":[0.03389448,0.001433888,0.001306529,0.003720602,0.001838178,0.00631745,0.002354396,0.00719311,0.005229618],"category_scores_gemma":[0.02305098,0.0005124813,0.002303681,0.00268653,0.002342586,0.007865908,0.009848466,0.008877789,0.002112346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003737919,"about_ca_system_score_gemma":0.03312046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003968932,"about_ca_topic_score_gemma":0.007164047,"domain_scores_codex":[0.9895201,0.004779775,0.001506235,0.0004685866,0.00257266,0.001152578],"domain_scores_gemma":[0.9713787,0.006303084,0.002613109,0.0005411464,0.00842447,0.01073943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008934821,0.0003707966,0.002436012,0.01224645,0.0001402814,0.0005073762,0.00393931,0.0004246016,0.0008689788,0.01463946,0.2856457,0.6786917],"study_design_scores_gemma":[0.00009065921,0.0003404891,0.006025043,0.03577054,0.0002217247,0.0006444264,0.006296905,0.0003432152,0.0003800761,0.01520825,0.934611,0.00006778228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003833107,0.3023154,0.007010735,0.6444887,0.02160412,0.000535883,0.000449914,0.0003750005,0.01938717],"genre_scores_gemma":[0.06277072,0.6546601,0.07783455,0.174082,0.01395076,0.001790883,0.002119181,0.0002127456,0.0125791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03389448,"threshold_uncertainty_score":0.1792533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02413102495914369,"score_gpt":0.3494811243093376,"score_spread":0.3253500993501939,"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."}}