{"id":"W2110280116","doi":"","title":"Seismocardiograms return valid heart rate variability indices","year":2013,"lang":"en","type":"article","venue":"Computing in Cardiology Conference","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Heart rate variability; Orthostatic vital signs; Electrocardiography; Heart rate; Cardiology; Blood pressure; Medicine; Internal medicine; Mathematics; Statistics","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":[0.003007797,0.000247676,0.001050551,0.0001346586,0.00009990908,0.00005968474,0.0001903319,0.0003222942,0.0001571311],"category_scores_gemma":[0.0008255875,0.0002235945,0.000230257,0.0002759736,0.0003078712,0.0001011933,0.0001600918,0.000700273,0.000173697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001255879,"about_ca_system_score_gemma":0.0003961842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003036211,"about_ca_topic_score_gemma":0.00000341469,"domain_scores_codex":[0.9968699,0.001122017,0.0006104039,0.000689553,0.0001201714,0.0005879915],"domain_scores_gemma":[0.9977176,0.00108162,0.0000943459,0.0006818184,0.0002348359,0.0001897977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002909098,0.00008394614,0.9419979,0.0001129014,0.0001701529,0.00005285142,0.0006010778,0.0006745253,0.02252785,0.0005257438,0.0004983778,0.03272561],"study_design_scores_gemma":[0.001126514,0.0001440155,0.9433118,0.000103122,0.00004837482,0.0001289388,0.00008124704,0.04418873,0.0002841581,0.003332951,0.007003242,0.000246951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767848,0.0000808213,0.01189431,0.003421207,0.0005653167,0.000914825,0.000004072455,0.000167679,0.006167024],"genre_scores_gemma":[0.9968787,0.00001058562,0.001361991,0.001285252,0.0003157653,0.00004074186,0.0000182242,0.00001537143,0.00007332899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04351421,"threshold_uncertainty_score":0.9117917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03023904227980141,"score_gpt":0.2837873795159178,"score_spread":0.2535483372361164,"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."}}