{"id":"W7132950184","doi":"","title":"Falls in older adults and patients with neurodegenerative disease: gaps in clinical practice and associations with cognitive and neuropsychiatric symptoms","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University Health Network Foundation","keywords":"Cognition; Disease; Anxiety; Executive dysfunction; Incidence (geometry); Clinical Practice; Cognitive decline; Fear of falling; Poison control","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003610318,0.0001607977,0.0006474402,0.001762327,0.0007327778,0.001427946,0.0005327475,0.0009987915,0.002599709],"category_scores_gemma":[0.01352377,0.0002250373,0.0002659018,0.002733101,0.0004607133,0.001703331,0.001256081,0.0006745211,0.000344328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012344,"about_ca_system_score_gemma":0.003217747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02230008,"about_ca_topic_score_gemma":0.04025971,"domain_scores_codex":[0.9977577,0.0005684668,0.0005286596,0.0003055672,0.0005907052,0.0002489003],"domain_scores_gemma":[0.9920942,0.002508812,0.002887357,0.000159657,0.001301448,0.001048518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001055851,0.0002212078,0.8522607,0.00106226,0.00007453233,0.0001884223,0.004130019,0.00009098042,0.00009474868,0.0003171328,0.003579359,0.137875],"study_design_scores_gemma":[0.00001496423,0.0001613762,0.9810758,0.002171495,0.00003767695,0.0003352056,0.01083236,0.0002328878,0.00002222069,0.0007146876,0.004384919,0.00001639429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8620296,0.08763156,0.0005845889,0.0402241,0.0003753928,0.00008036607,0.001076592,0.00002839945,0.007969447],"genre_scores_gemma":[0.9728386,0.02273475,0.0008450386,0.002461664,0.0002399573,0.00006871838,0.0004072379,0.000004274109,0.0003998261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02230008,"threshold_uncertainty_score":0.04434061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227039611673542,"score_gpt":0.3858478552333706,"score_spread":0.3735774591166352,"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."}}