{"id":"W2911182849","doi":"10.3390/bios9010017","title":"A Novel Wearable Device for Continuous Ambulatory ECG Recording: Proof of Concept and Assessment of Signal Quality","year":2019,"lang":"en","type":"article","venue":"Biosensors","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"PerkinElmer Biosignal; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"SIGNAL (programming language); Medicine; Wearable computer; Holter monitor; Ambulatory ECG; QRS complex; Heart Rhythm; Ambulatory; Computer science; Real-time computing; Electrocardiography; Cardiology; Internal medicine; Embedded system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004140559,0.00009817481,0.0005072098,0.00006976059,0.00002230235,0.000004823819,0.00004138021,0.0000743382,0.00002725756],"category_scores_gemma":[0.0000786743,0.00008356154,0.0001189666,0.0001079868,0.00006779078,0.00002930178,0.00001806927,0.00008117972,6.271123e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002734903,"about_ca_system_score_gemma":0.00008254085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002406404,"about_ca_topic_score_gemma":0.000003735287,"domain_scores_codex":[0.999079,0.0000326057,0.0003572857,0.0002058559,0.0001835649,0.0001416546],"domain_scores_gemma":[0.9990995,0.000182564,0.0002434918,0.0001970398,0.0002103156,0.00006711148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001450496,0.0003310727,0.3630288,0.0007798703,0.0003212857,0.000001008249,0.0002553209,0.00005177601,0.6242233,0.0001412712,0.0001073564,0.01061392],"study_design_scores_gemma":[0.005840058,0.001738634,0.1874039,0.0009764761,0.0005927496,0.00001027005,0.002493466,0.01196744,0.7861696,0.00004345932,0.002418974,0.0003448749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977503,0.0002604488,0.0007628212,0.0001463493,0.00008489023,0.0003702481,0.00002743425,0.00001416329,0.0005833791],"genre_scores_gemma":[0.9862545,0.000008539394,0.01205091,0.00002669482,0.00006246464,0.000006690754,0.000005236536,0.00001221106,0.001572755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1756249,"threshold_uncertainty_score":0.3407541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04723075202070621,"score_gpt":0.3496067589850115,"score_spread":0.3023760069643053,"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."}}