{"id":"W2120576745","doi":"10.1093/ageing/afg081","title":"Medication use and falls in community-dwelling older persons","year":2003,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Medicine; Gerontology; Falls in older adults; Older people; Polypharmacy; Poison control; Human factors and ergonomics; Medical emergency; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003434444,0.0002205511,0.0003226588,0.001118413,0.000541318,0.0005296498,0.0003329507,0.0003619303,0.0009140065],"category_scores_gemma":[0.001831519,0.0001973046,0.000371347,0.001447001,0.000286267,0.0002150132,0.0002647679,0.0004298458,0.0000922877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008307362,"about_ca_system_score_gemma":0.000896106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1452176,"about_ca_topic_score_gemma":0.1877772,"domain_scores_codex":[0.9995108,0.00005700473,0.00004742708,0.00006020073,0.0002343291,0.00009029439],"domain_scores_gemma":[0.9990195,0.0001029906,0.000483288,0.00002689919,0.0001660597,0.0002012831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004829848,0.00005209433,0.9986134,0.00001832704,0.00004886823,0.0000630523,0.00004214083,0.00001531134,0.00008384773,0.000003805718,0.00003766231,0.000973162],"study_design_scores_gemma":[0.000002847899,0.0000496277,0.9997013,0.000004721779,0.00001383187,0.0001083601,0.00003094202,0.00002762363,0.00001130465,0.000002969223,0.00004524483,0.00000105823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986517,0.0006740564,0.00002405272,0.0000380949,0.000004054355,0.00001453655,0.0002798294,0.000002777362,0.0003109303],"genre_scores_gemma":[0.9994068,0.0002694626,0.00004303217,0.00002090428,0.000005969104,0.000004323396,0.0001919634,5.300498e-7,0.00005701968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1452176,"threshold_uncertainty_score":0.2887447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04785500741866772,"score_gpt":0.3467494736423956,"score_spread":0.2988944662237278,"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."}}