{"id":"W4400425666","doi":"10.33963/v.phj.101280","title":"Wavelet transform analysis reveals differences between patients with impaired LVEF and healthy individuals","year":2024,"lang":"en","type":"article","venue":"Kardiologia Polska","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Internal medicine; Wavelet; Artificial intelligence; Heart failure","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":[0.0002017463,0.0002110454,0.0003219386,0.000607759,0.0001359334,0.0004254845,0.0001071137,0.0002995024,0.002440504],"category_scores_gemma":[0.00106539,0.00006423918,0.0001734816,0.000330635,0.0002054734,0.0002475454,0.0002487364,0.0002273349,0.0003490394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007342584,"about_ca_system_score_gemma":0.00007402257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000321062,"about_ca_topic_score_gemma":0.0002453169,"domain_scores_codex":[0.9999088,0.00001580514,0.00001181231,0.00002542086,0.00001391051,0.00002423236],"domain_scores_gemma":[0.9997204,0.0001135165,0.00005811225,0.00002702035,0.00002464909,0.00005623067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007259843,0.0004697573,0.8091735,0.0001370286,0.0003191726,0.003207014,0.001940883,0.0005758458,0.08477671,0.0008148216,0.0009696435,0.09035585],"study_design_scores_gemma":[0.00002733381,0.0002497885,0.9961072,0.000007217158,0.00004066985,0.001183838,0.0004711998,0.0006652855,0.0006656034,0.0002990794,0.0002768057,0.000006037981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987583,0.0001280539,0.0004160641,0.00003181015,0.0000122279,0.000002143585,0.0001047594,0.000006618215,0.0005400804],"genre_scores_gemma":[0.9995658,0.0000540551,0.0000901688,0.00001193106,0.0000144815,0.000001982094,0.0001297562,0.000003161248,0.0001286212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002440504,"threshold_uncertainty_score":0.008164346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692338535014287,"score_gpt":0.2620150061735339,"score_spread":0.245091620823391,"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."}}