{"id":"W2509592544","doi":"10.1016/j.jelectrocard.2016.06.007","title":"More about grouped beating: What's the diagnosis? The “Rosenbaum's approach to ECG diagnosis”","year":2016,"lang":"en","type":"article","venue":"Journal of Electrocardiology","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"QRS complex; Cardiology; Medicine; Internal medicine; Smart phone; Myocardial infarction; QT interval; Atrial fibrillation; Population; Heart failure; Electrocardiography; Medical emergency; Computer science; Telecommunications","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":[0.01495501,0.001517076,0.002348262,0.006143683,0.002131947,0.007601285,0.005039594,0.008681356,0.004394946],"category_scores_gemma":[0.04450538,0.0008825593,0.001872289,0.002057046,0.01781431,0.01610225,0.003320983,0.01664411,0.002264644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00386109,"about_ca_system_score_gemma":0.003875713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005841891,"about_ca_topic_score_gemma":0.007251067,"domain_scores_codex":[0.9904321,0.00530786,0.001299798,0.001097555,0.001516553,0.0003461549],"domain_scores_gemma":[0.9752188,0.01592432,0.001018658,0.00151201,0.005393451,0.000932757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001955688,0.0001871191,0.008243108,0.001363335,0.0003747874,0.003842347,0.003367073,0.001591144,0.001787144,0.5580645,0.1841428,0.236841],"study_design_scores_gemma":[0.0001175822,0.0002245503,0.001849855,0.002730162,0.0002468121,0.01469304,0.002238195,0.005214732,0.0006955041,0.7523813,0.2194026,0.0002055771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.003919942,0.08486808,0.1723661,0.6955011,0.02712848,0.00006517595,0.0002122693,0.0002979831,0.01564091],"genre_scores_gemma":[0.1759079,0.1036592,0.2030317,0.3573995,0.1471516,0.0002449873,0.0003169554,0.0003989743,0.01188916],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01495501,"threshold_uncertainty_score":0.0790906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02030399284244165,"score_gpt":0.2907971920145467,"score_spread":0.2704931991721051,"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."}}