{"id":"W4406201331","doi":"10.1002/alz.083897","title":"The relationship between physiological biomarkers, physical function, and fall‐risk among people living with dementia","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Gerontology; Function (biology); Medicine; Psychology; Environmental health; Biology; Internal medicine; Disease; Evolutionary biology","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":[0.001077041,0.0003684642,0.0006327406,0.0009261399,0.0004672367,0.0006396302,0.0002712384,0.0005699144,0.001474412],"category_scores_gemma":[0.00280035,0.0002310405,0.0005718354,0.001157048,0.0001911542,0.0004229554,0.0004971286,0.0006058228,0.0001759485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002026085,"about_ca_system_score_gemma":0.0003045358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003307018,"about_ca_topic_score_gemma":0.003513615,"domain_scores_codex":[0.9993962,0.0001891928,0.00009397916,0.0001314008,0.0001082192,0.00008097323],"domain_scores_gemma":[0.9988925,0.0002664241,0.0003589059,0.00006758882,0.0002086637,0.0002059787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005808263,0.0002470958,0.9957093,0.00005626921,0.0003010333,0.00002165064,0.0000336639,0.00004693602,0.0001292416,0.000008685901,0.000111896,0.002753375],"study_design_scores_gemma":[0.00004160385,0.0004794844,0.9987988,0.00001579669,0.0001485942,0.00005910309,0.00005305703,0.0001844019,0.00006176325,0.00003711176,0.000116153,0.000004020298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974516,0.001124152,0.000165786,0.00006010072,0.00001668706,0.0000309364,0.0007465132,0.00000609046,0.0003982226],"genre_scores_gemma":[0.9989918,0.0001877179,0.0001638158,0.00005454917,0.00001476078,0.00004560798,0.0003756925,9.181296e-7,0.0001652118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003307018,"threshold_uncertainty_score":0.006575525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03848854431196252,"score_gpt":0.3234789997581874,"score_spread":0.2849904554462249,"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."}}