{"id":"W2995358626","doi":"10.1093/ageing/afz164.31","title":"31 Evidence, Assumptions, and Emerging Treatments for Falls Prevention","year":2019,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Cognition; Medicine; Falls in older adults; Gait; Poison control; Injury prevention; Physical medicine and rehabilitation; Fall prevention; Human factors and ergonomics; Cognitive decline; Observational study; Population; Gerontology; Psychiatry; Dementia; Disease; Medical emergency; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.00007461847,0.0000624001,0.0001071213,0.00003809465,0.00006327425,0.00001881936,0.00001191282,0.00002616021,0.00004672678],"category_scores_gemma":[0.00002014029,0.00005216063,0.00003518198,0.00003181293,0.00000976393,0.0001357553,0.00001490523,0.00003029103,0.000007755902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000095763,"about_ca_system_score_gemma":0.000007483603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002999137,"about_ca_topic_score_gemma":0.00002181302,"domain_scores_codex":[0.9996095,0.000007434632,0.00008875613,0.0001399384,0.00005289552,0.0001015278],"domain_scores_gemma":[0.9998242,0.00003651404,0.00002817193,0.00006554247,0.000009472156,0.00003606494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002904827,0.0002982537,0.2636127,0.001319876,0.0005793293,0.0003663705,0.002391159,0.000006229366,0.08201635,0.001556433,0.002181317,0.6453815],"study_design_scores_gemma":[0.00652936,0.001140605,0.9578415,0.002188909,0.0006839036,0.00001342419,0.001653377,0.0006037385,0.0008206274,0.002770908,0.02544484,0.0003088693],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957199,0.001664366,0.0002446857,0.0002993302,0.00004623608,0.0005600585,0.000001186198,0.00001485975,0.001449344],"genre_scores_gemma":[0.9826553,0.001155215,0.0004254121,0.0002981064,0.00003309152,0.00002317715,0.00001699231,0.000006263298,0.01538648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6942287,"threshold_uncertainty_score":0.2127049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03310926246009448,"score_gpt":0.3217940299209619,"score_spread":0.2886847674608674,"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."}}