{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009167781,0.0009266625,0.002305408,0.00412012,0.0007825255,0.004024949,0.002305032,0.004105851,0.0143681],"category_scores_gemma":[0.03044171,0.0004469218,0.002425836,0.002538358,0.002136149,0.004094135,0.002000843,0.005386483,0.002874952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003329311,"about_ca_system_score_gemma":0.007732326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003572802,"about_ca_topic_score_gemma":0.006785402,"domain_scores_codex":[0.994978,0.002188588,0.001216457,0.0003130671,0.001077624,0.0002263181],"domain_scores_gemma":[0.97541,0.01738384,0.002958262,0.0003644063,0.003323393,0.0005601834],"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":[0.0003865965,0.0001880991,0.001272268,0.1015205,0.0008312726,0.0004790058,0.000248734,0.0007135273,0.0002874564,0.03493389,0.04384301,0.8152956],"study_design_scores_gemma":[0.0003367095,0.0005376397,0.004546407,0.4993952,0.002288469,0.001076127,0.00115602,0.0006277707,0.000295776,0.05995151,0.4297012,0.00008709614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002639344,0.9632042,0.0003343978,0.03100261,0.001381602,0.0000411518,0.0001012798,0.00001231745,0.003658584],"genre_scores_gemma":[0.007073125,0.9793615,0.001524144,0.009491562,0.001594359,0.0001138037,0.0001085907,0.000005226825,0.0007276146],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0143681,"threshold_uncertainty_score":0.04848439,"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."}}