{"id":"W1564519958","doi":"10.1109/ccaa.2015.7148443","title":"Review: Comparison of QRS detection algorithms","year":2015,"lang":"en","type":"article","venue":"","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ottawa Hospital Research Institute","keywords":"QRS complex; Robustness (evolution); Computer science; Algorithm; Artificial intelligence; Pattern recognition (psychology); Signal processing; Waveform; Representation (politics); Digital signal processing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001669238,0.0009518053,0.002002151,0.003534482,0.0002609959,0.001188712,0.001314937,0.0008157654,0.003973494],"category_scores_gemma":[0.007264318,0.0002938014,0.001389828,0.004670287,0.0002254907,0.001242681,0.0004838384,0.000593756,0.001427794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003839325,"about_ca_system_score_gemma":0.001397934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001114507,"about_ca_topic_score_gemma":0.001124847,"domain_scores_codex":[0.9988813,0.0002135772,0.0002880562,0.0002168239,0.0003611529,0.00003911458],"domain_scores_gemma":[0.9966408,0.002085887,0.0002638762,0.0000746502,0.0008808724,0.00005395771],"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":[0.0003113266,0.0000502152,0.0006431329,0.03857842,0.0005025216,0.00009261179,0.00004107319,0.0008146897,0.001048005,0.0007569824,0.01556117,0.9415999],"study_design_scores_gemma":[0.0002493775,0.001705239,0.01517128,0.03714002,0.006765672,0.004941742,0.000399164,0.006115742,0.007883782,0.00546507,0.9139236,0.0002394024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00107315,0.9944534,0.002516736,0.0003126577,0.0003957789,0.00002722129,0.0002055383,0.0000408877,0.0009746399],"genre_scores_gemma":[0.008761927,0.9818394,0.007068754,0.0004590196,0.0005892252,0.00005334656,0.0006122141,0.0000343976,0.0005815976],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003973494,"threshold_uncertainty_score":0.01329261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09154178154163763,"score_gpt":0.3998406620719827,"score_spread":0.308298880530345,"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."}}