{"id":"W206547628","doi":"10.5220/0002696501800187","title":"COMBINATORIAL DETECTION OF ARRHYTHMIA","year":2010,"lang":"en","type":"article","venue":"","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pacific Institute for the Mathematical Sciences","funders":"","keywords":"Computer science","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":[0.001892652,0.0008230371,0.001392921,0.001828811,0.0007538835,0.003356897,0.001462226,0.001333123,0.002938361],"category_scores_gemma":[0.01678997,0.0006367708,0.0009711393,0.002260322,0.001458275,0.003217356,0.00151366,0.001039507,0.0009073569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007237169,"about_ca_system_score_gemma":0.0006484981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005604725,"about_ca_topic_score_gemma":0.0006865155,"domain_scores_codex":[0.9973662,0.001009217,0.0001823755,0.0006979214,0.0006259523,0.000118299],"domain_scores_gemma":[0.9881868,0.008727369,0.0008371172,0.001284833,0.0007969073,0.0001670237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003278875,0.0001768718,0.006448076,0.0006151591,0.000184105,0.0008795191,0.000272517,0.252805,0.0151545,0.2097283,0.007234816,0.5061733],"study_design_scores_gemma":[0.00003359581,0.0001253654,0.002862857,0.00005940674,0.00005008568,0.001342013,0.0001545913,0.7149187,0.004677809,0.2703325,0.005375798,0.00006728693],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01260323,0.0004664889,0.9837431,0.0003709001,0.00004802077,0.00003232675,0.0001654245,0.0002019164,0.002368482],"genre_scores_gemma":[0.2691047,0.0008038855,0.7262658,0.0002766796,0.0002218011,0.0001802644,0.000715808,0.0001587845,0.002272239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003356897,"threshold_uncertainty_score":0.01000947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005691540007275915,"score_gpt":0.2525911291948026,"score_spread":0.2468995891875267,"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."}}