{"id":"W4393189055","doi":"10.1097/01.npr.0000000000000161","title":"Reducing falls among residents of retirement homes","year":2024,"lang":"en","type":"article","venue":"The Nurse Practitioner","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fall prevention; Medicine; Intervention (counseling); Occupational safety and health; Health care; Nursing; Suicide prevention; Injury prevention; Gerontology; Poison control; Environmental health; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007618251,0.0002003561,0.0001451912,0.0002576212,0.00104677,0.0002794432,0.0005345405,0.0002583589,0.002121262],"category_scores_gemma":[0.0020458,0.0000825251,0.0002157796,0.0001752312,0.0002164745,0.0001537652,0.0008811887,0.0003300803,0.0002512637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003082645,"about_ca_system_score_gemma":0.01076942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3981937,"about_ca_topic_score_gemma":0.7132457,"domain_scores_codex":[0.9996361,0.00008446397,0.00001724387,0.00002603335,0.000103774,0.0001324036],"domain_scores_gemma":[0.9991323,0.0000378699,0.0000849902,0.00001694953,0.0003286928,0.0003991151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007198113,0.004130916,0.5504525,0.0008315219,0.0001410792,0.0001985917,0.005478993,0.0005656368,0.002332688,0.0001546449,0.02584948,0.4091442],"study_design_scores_gemma":[0.0001701602,0.001498273,0.983993,0.0003165384,0.00005062958,0.00005604542,0.003849316,0.0004670107,0.0006063288,0.00008914789,0.008892356,0.00001118705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923875,0.0004749918,0.0002709991,0.001201696,0.00004496315,0.0003411665,0.0004664056,0.00004369372,0.004768593],"genre_scores_gemma":[0.9951568,0.0003871247,0.001210809,0.0004562061,0.00001886523,0.000148268,0.0002825873,0.000002726231,0.002336572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3981937,"threshold_uncertainty_score":0.7917519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03260918405477804,"score_gpt":0.3852453873663746,"score_spread":0.3526362033115966,"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."}}