{"id":"W2045345790","doi":"10.1080/17482960701435931","title":"The Timed Up and Go test: Predicting falls in ALS","year":2007,"lang":"nl","type":"article","venue":"Amyotrophic Lateral Sclerosis","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Timed Up and Go test; Medicine; Fear of falling; Falling (accident); Test (biology); Physical medicine and rehabilitation; Physical therapy; Quality of life (healthcare); Falls in older adults; Poison control; Injury prevention; Emergency medicine; Balance (ability)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003411667,0.0004207438,0.0005377337,0.0001454235,0.001470124,0.0001290157,0.000387213,0.0006513895,0.00007424333],"category_scores_gemma":[0.0004469407,0.0003139734,0.0001416506,0.000534843,0.0002752714,0.000348216,0.0003299657,0.001387244,0.0006525246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002638753,"about_ca_system_score_gemma":0.0001166223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00158664,"about_ca_topic_score_gemma":0.002495752,"domain_scores_codex":[0.9952207,0.0006635517,0.001398961,0.0006592458,0.0004473501,0.00161018],"domain_scores_gemma":[0.9965029,0.001942066,0.0005266133,0.0005454221,0.0001314331,0.0003515003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003493797,0.0005548403,0.904094,0.0003795841,0.000125703,0.00002838083,0.00666358,0.000001392483,0.0443113,0.0006187626,0.005274665,0.03759838],"study_design_scores_gemma":[0.002553353,0.0002074084,0.9899839,0.001751375,0.00006609598,0.000004388864,0.0006473078,0.0007613734,0.00002142049,0.001047909,0.002617045,0.0003384479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890776,0.002478107,0.00002466321,0.002924065,0.002069757,0.001237642,0.00005849386,0.000109825,0.002019814],"genre_scores_gemma":[0.9806834,0.007148175,0.0001173433,0.0009700955,0.0008107595,0.00006419838,0.00002760723,0.00006443266,0.01011392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08588985,"threshold_uncertainty_score":0.9999312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02930789373692906,"score_gpt":0.3063648069757796,"score_spread":0.2770569132388505,"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."}}