{"id":"W2171349728","doi":"10.1016/j.cger.2010.06.003","title":"A Public Health Approach to Fall Prevention Among Older Persons in Canada","year":2010,"lang":"en","type":"article","venue":"Clinics in Geriatric Medicine","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Spinal Cord Injury BC","funders":"","keywords":"Medicine; Public health; Fall prevention; Injury prevention; Suicide prevention; Gerontology; Occupational safety and health; Poison control; Health care; Population ageing; Human factors and ergonomics; Population health; Population; Environmental health; Nursing; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005668175,0.000208713,0.0006495522,0.0004445923,0.0002096612,0.000005307654,0.0003404168,0.0002907453,0.00008502953],"category_scores_gemma":[0.00134407,0.0001836205,0.00005347239,0.001198309,0.00005693783,0.0001151129,0.0001043853,0.001917084,0.00002548945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007425625,"about_ca_system_score_gemma":0.004529912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5693546,"about_ca_topic_score_gemma":0.9541693,"domain_scores_codex":[0.9958096,0.0007990404,0.001540443,0.0005406936,0.0004255309,0.0008846975],"domain_scores_gemma":[0.9978188,0.0005183381,0.0005257669,0.0005232429,0.0001076871,0.0005061793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000249521,0.0006397876,0.9339312,0.0004739289,0.00001364836,0.000006474265,0.006449202,0.000001673264,0.00003710437,0.001146284,0.04223473,0.01504104],"study_design_scores_gemma":[0.003072551,0.0001075327,0.9776772,0.0002793113,0.000009198356,0.000001479182,0.00532371,0.0008010532,2.222441e-8,0.0005068938,0.01205381,0.0001672204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727199,0.000285275,0.0009117376,0.008122792,0.004277729,0.002135384,0.00001337621,0.000043838,0.01148994],"genre_scores_gemma":[0.9913927,0.0002795676,0.001318194,0.003119043,0.001029834,0.0003456124,0.0001265941,0.0000325681,0.002355828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3848147,"threshold_uncertainty_score":0.8328882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07893005838600507,"score_gpt":0.3929926529364733,"score_spread":0.3140625945504682,"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."}}