{"id":"W4408522206","doi":"10.1503/cmaj.241702","title":"Falls in older adults","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Western University","funders":"","keywords":"Computer science; Medicine; World Wide Web; Data science; Gerontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004729739,0.0002284008,0.0004782913,0.001030346,0.001083426,0.0008698654,0.0004354763,0.001399151,0.007375996],"category_scores_gemma":[0.003464197,0.0001339334,0.0004102229,0.001522155,0.0001719279,0.0008178935,0.0008057334,0.001071052,0.001537933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007046157,"about_ca_system_score_gemma":0.002075361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03496394,"about_ca_topic_score_gemma":0.05721488,"domain_scores_codex":[0.9991336,0.00006762467,0.0001363974,0.00007631585,0.0004763054,0.0001097964],"domain_scores_gemma":[0.9990621,0.00005365217,0.0002958424,0.00001401401,0.0003341914,0.0002402449],"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":[0.0001111535,0.0004571196,0.5674027,0.001673864,0.0001219637,0.001023099,0.001037559,0.00006526095,0.0002323357,0.0009803609,0.111025,0.3158697],"study_design_scores_gemma":[0.00001944109,0.0001999473,0.9285601,0.002936749,0.00009748892,0.002947457,0.001254811,0.00007486498,0.00003810061,0.00104717,0.06280535,0.00001851159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3937261,0.3230609,0.001233711,0.07171791,0.007747921,0.0006878675,0.01371081,0.0002318131,0.1878831],"genre_scores_gemma":[0.8024184,0.1452047,0.001644211,0.01949546,0.003923637,0.0003096412,0.006711115,0.00002385186,0.02026906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03496394,"threshold_uncertainty_score":0.06952083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007392763821603148,"score_gpt":0.3173850108426836,"score_spread":0.3099922470210804,"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."}}