{"id":"W1480398413","doi":"10.1109/cic.1996.542636","title":"Comparing three methods of calculating temporal ECG patterns from body surface potential maps","year":2002,"lang":"en","type":"article","venue":"","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Covariance matrix; Mathematics; Algorithm; Matrix (chemical analysis); Karhunen–Loève theorem; Data Matrix; QRS complex; Statistics; Pattern recognition (psychology); Applied mathematics; Computer science; Artificial intelligence; Cardiology; 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":[0.002811647,0.00104406,0.0008448951,0.002640603,0.0003545518,0.001394069,0.001147534,0.0007757114,0.001678219],"category_scores_gemma":[0.02257149,0.0004671906,0.001021376,0.001574229,0.0003557146,0.00162053,0.001090331,0.0007398472,0.0006872349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004282501,"about_ca_system_score_gemma":0.0009939356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004991971,"about_ca_topic_score_gemma":0.007049341,"domain_scores_codex":[0.9975989,0.0007621197,0.0002189726,0.000283741,0.001047386,0.00008885223],"domain_scores_gemma":[0.9881591,0.007804243,0.0006386772,0.0008334558,0.002379802,0.0001847843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002149839,0.0002628116,0.01381137,0.0005326722,0.0007512297,0.00009438707,0.0002984116,0.03621982,0.01848289,0.002518557,0.001738692,0.9231393],"study_design_scores_gemma":[0.0005508477,0.001401411,0.06262819,0.0001315963,0.000576273,0.001504715,0.000443297,0.8828303,0.03965321,0.004159042,0.005840874,0.000280325],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09870877,0.001196473,0.8956242,0.0001898397,0.0001917859,0.0002078658,0.0003462004,0.001663436,0.001871376],"genre_scores_gemma":[0.2132088,0.001113107,0.7816564,0.0001036348,0.0001596426,0.0003250524,0.0009408297,0.0006742736,0.001818387],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004991971,"threshold_uncertainty_score":0.01486957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06942941694593566,"score_gpt":0.3408953319499765,"score_spread":0.2714659150040408,"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."}}