{"id":"W3107395960","doi":"10.1016/j.apmr.2020.10.134","title":"Sensorimotor, Cognitive, and Affective Functions Contribute to the Prediction of Falls in Old Age and Neurologic Disorders: An Observational Study","year":2020,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"National Health and Medical Research Council; Multiple Sclerosis Australia; Neuroscience Research Australia; Medical Research Council; Human Frontier Science Program","keywords":"Fear of falling; Cognition; Observational study; Depression (economics); Affect (linguistics); Executive dysfunction; Psychology; Falling (accident); Physical medicine and rehabilitation; Psychological intervention; Incidence (geometry); Medicine; Poison control; Clinical psychology; Injury prevention; Psychiatry; Neuropsychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001120762,0.0005727977,0.0006805251,0.000490815,0.001079292,0.0008838906,0.0005414736,0.00116142,0.00126901],"category_scores_gemma":[0.002481801,0.0007356597,0.001272357,0.0009380477,0.0004990808,0.0007689676,0.000719399,0.001407998,0.0003050737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003860963,"about_ca_system_score_gemma":0.0007010698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01543284,"about_ca_topic_score_gemma":0.02185496,"domain_scores_codex":[0.999345,0.0001880917,0.00009210417,0.0001427231,0.0001025533,0.0001295399],"domain_scores_gemma":[0.9984565,0.0003441287,0.0004505177,0.000206781,0.0001915359,0.0003505643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00062851,0.0005453262,0.9977708,0.000009699167,0.0001706742,0.00005409451,0.0001170146,0.00002841889,0.0001260055,0.00001449003,0.00005688103,0.0004782261],"study_design_scores_gemma":[0.00003913487,0.0003863852,0.9988667,0.000004353916,0.00008847779,0.0001043026,0.0001987205,0.0001647973,0.00002459441,0.00002890383,0.000088291,0.000005454196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994931,0.0001015851,0.00005311401,0.00001311638,0.000006547871,0.000009829875,0.0001506102,9.867128e-7,0.0001711335],"genre_scores_gemma":[0.9992903,0.00007942918,0.00007699502,0.00002506523,0.00001437786,0.0000172292,0.0002566983,0.000001342734,0.0002385157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01543284,"threshold_uncertainty_score":0.03068602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05187574856330154,"score_gpt":0.3655676424956273,"score_spread":0.3136918939323258,"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."}}