{"id":"W4233410479","doi":"10.32920/ryerson.14654883.v1","title":"Signal Analysis For Cardiac Electrical Activation Studies","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Ventricle; Cardiology; Tachycardia; Ventricular tachycardia; Endocardium; Internal medicine; Biomedical engineering; Medicine","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":[0.002084777,0.00116362,0.0008147811,0.002282026,0.0002782691,0.001348961,0.0006842705,0.0007507034,0.01615891],"category_scores_gemma":[0.006702126,0.0002698797,0.0005843905,0.002519722,0.0004040092,0.0007782606,0.0008996376,0.001031019,0.00770981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002286409,"about_ca_system_score_gemma":0.0005296572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003113184,"about_ca_topic_score_gemma":0.0003166346,"domain_scores_codex":[0.9988747,0.0003930497,0.0001070792,0.0001896757,0.0003722002,0.0000632147],"domain_scores_gemma":[0.9978611,0.0009473627,0.0002192529,0.0003183886,0.000580663,0.00007332386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007417944,0.0002668769,0.002057776,0.002121228,0.0001531554,0.0005117104,0.0002271416,0.006775384,0.2060325,0.01342972,0.008291776,0.759391],"study_design_scores_gemma":[0.000349824,0.003217563,0.03004123,0.001500347,0.0005087992,0.00412177,0.000942643,0.3746564,0.2024162,0.04590879,0.3360123,0.000324122],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01973121,0.004600131,0.95863,0.0003150137,0.0003869292,0.0006171317,0.001690103,0.004701928,0.009327511],"genre_scores_gemma":[0.1402983,0.003322616,0.844732,0.0002594759,0.0002269753,0.001579692,0.002574468,0.0008205608,0.006185766],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01615891,"threshold_uncertainty_score":0.05405694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03352866032788217,"score_gpt":0.3323167942720947,"score_spread":0.2987881339442125,"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."}}