{"id":"W3035123904","doi":"10.3389/fphys.2020.00540","title":"SPARC Metrics Provide Mobility Smoothness Assessment in Oldest-Old With and Without a History of Falls: A Case Control Study","year":2020,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Neurocognitive; Timed Up and Go test; Physical medicine and rehabilitation; Balance (ability); Smoothness; Task (project management); Functional movement; Falls in older adults; Medicine; Poison control; Injury prevention; Cognition; Mathematics; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007994272,0.0001880061,0.0008045206,0.0001907188,0.00005743802,0.000001797546,0.0001405421,0.0001717181,0.000007466355],"category_scores_gemma":[0.0001499874,0.0001582583,0.00003579933,0.0003603862,0.000186088,0.0001111613,0.00008440497,0.0007141459,0.000001067079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005185264,"about_ca_system_score_gemma":0.0004343182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001179337,"about_ca_topic_score_gemma":0.001258307,"domain_scores_codex":[0.9969158,0.00145608,0.0006126149,0.0005017146,0.0001444425,0.000369413],"domain_scores_gemma":[0.9989828,0.0001900788,0.0003479747,0.0002865934,0.0000856373,0.00010692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008183047,0.001361715,0.9851362,0.0005258701,0.00007540945,0.0000679681,0.00782689,0.00001290124,0.001869793,0.00006540438,0.0009369464,0.00130266],"study_design_scores_gemma":[0.007859516,0.0009445222,0.9731719,0.00008141383,0.00006186374,0.000003255488,0.01207509,0.004951514,6.869749e-7,0.0003428812,0.00034384,0.0001635005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937755,0.000646435,0.002081195,0.0001298911,0.0005205179,0.002566135,0.0000288021,0.00002940034,0.0002221134],"genre_scores_gemma":[0.996525,0.00004761654,0.00229524,0.0004808598,0.00005447108,0.0004631233,0.000006663523,0.00001965211,0.0001073298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01196422,"threshold_uncertainty_score":0.6453588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03090873218494801,"score_gpt":0.334347660879677,"score_spread":0.303438928694729,"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."}}