{"id":"W4409166471","doi":"10.1016/j.hrcr.2025.03.024","title":"Utility and limitations of smartwatch electrocardiogram monitoring in a patient with idiopathic monomorphic ventricular tachycardia","year":2025,"lang":"en","type":"article","venue":"HeartRhythm Case Reports","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Smartwatch; Ventricular tachycardia; Tachycardia; Electrocardiography","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":[0.0007222273,0.0008447809,0.0006447133,0.001839166,0.0005130651,0.001199774,0.0008621752,0.002886298,0.001402558],"category_scores_gemma":[0.007057675,0.0003129182,0.0003608516,0.000726212,0.0009610462,0.001613375,0.000568119,0.001534115,0.0007473091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000415469,"about_ca_system_score_gemma":0.0004232625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006866307,"about_ca_topic_score_gemma":0.0008422991,"domain_scores_codex":[0.9994324,0.0001331161,0.0001110001,0.00007663636,0.0001742158,0.00007261731],"domain_scores_gemma":[0.9968724,0.001822621,0.00050877,0.0002089176,0.0002232161,0.0003641892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.000256689,0.00006991877,0.09300231,0.00008381007,0.0000193427,0.8787679,0.0003296232,0.0002927516,0.00179925,0.0003449254,0.00140191,0.02363148],"study_design_scores_gemma":[0.0000148747,0.0002306542,0.01743309,0.0001289782,0.00003940387,0.977037,0.0002745996,0.001907722,0.001096887,0.0004270638,0.001391501,0.00001816023],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433036,0.02172466,0.006267752,0.01160043,0.0006740081,0.00008394396,0.0001656819,0.0003896753,0.01579024],"genre_scores_gemma":[0.9945177,0.002301008,0.001150171,0.001006698,0.0006192429,0.000007473763,0.00004075082,0.00002018008,0.0003368159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002886298,"threshold_uncertainty_score":0.004692018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832338320258735,"score_gpt":0.2581092037464221,"score_spread":0.2397858205438347,"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."}}