{"id":"W2982600858","doi":"10.1126/scitranslmed.aax1977","title":"More random motor activity fluctuations predict incident frailty, disability, and mortality","year":2019,"lang":"en","type":"article","venue":"Science Translational Medicine","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; National Institute on Aging; National Institutes of Health; China Postdoctoral Science Foundation","keywords":"Medicine; Physical medicine and rehabilitation; Gerontology","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":[0.0005411475,0.0002163183,0.0002319782,0.0004437573,0.0001106256,0.0003844505,0.0001426507,0.0002675185,0.0008163992],"category_scores_gemma":[0.003108292,0.0001051623,0.0002269715,0.0003127279,0.0001613032,0.0002670397,0.0002838217,0.0003344944,0.0001107199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064121,"about_ca_system_score_gemma":0.00009912891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001320576,"about_ca_topic_score_gemma":0.001844801,"domain_scores_codex":[0.9998732,0.00003336505,0.00001485413,0.00004116601,0.00002064006,0.00001678409],"domain_scores_gemma":[0.9987992,0.0003326927,0.0005548986,0.000131428,0.00006868614,0.0001131382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001325536,0.00004353783,0.993798,0.0000115094,0.00009711079,0.00004476156,0.0000538742,0.0003553272,0.001202732,0.00004243452,0.00005616034,0.004161944],"study_design_scores_gemma":[0.000001846499,0.00004321555,0.9991913,0.000002077354,0.000009526063,0.00005371922,0.00001505803,0.0005195373,0.00006058661,0.00007118561,0.00003019842,0.000001754473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991753,0.0001493942,0.0003723031,0.00001831107,0.00000208189,0.000002592362,0.0001054101,0.000004445627,0.0001701723],"genre_scores_gemma":[0.9996164,0.00004968997,0.0001333048,0.00000710317,0.000006353126,0.000002691358,0.00011888,8.173683e-7,0.00006485647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001320576,"threshold_uncertainty_score":0.002861917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102709065995819,"score_gpt":0.3359699834491336,"score_spread":0.3049428927891754,"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."}}