{"id":"W2893478912","doi":"10.1016/j.cjca.2018.07.411","title":"A NOVEL FORM OF WEARABLE ECG SENSORS FOR CONTINUOUS AMBULATORY RHYTHM MONITORING: PROOF OF CONCEPT AND ASSESSMENT OF SIGNAL QUALITY","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cegep de Sainte Foy","funders":"","keywords":"Medicine; Rhythm; Wearable computer; Ambulatory; Proof of concept; SIGNAL (programming language); Ambulatory ECG; Physical medicine and rehabilitation; Internal medicine; Embedded system; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008876491,0.0001041725,0.001027668,0.0002342353,0.00004270552,0.000003300536,0.00007081239,0.0001247532,0.000007057456],"category_scores_gemma":[0.0002226909,0.00008996805,0.000260817,0.0001031733,0.0004546878,0.00004040482,0.000008425456,0.0001682845,4.782022e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009812658,"about_ca_system_score_gemma":0.001128673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216179,"about_ca_topic_score_gemma":0.0001306225,"domain_scores_codex":[0.9987321,0.00006963305,0.0006804042,0.0001155938,0.0001546554,0.0002475668],"domain_scores_gemma":[0.9976957,0.0001560936,0.0005970328,0.0001607239,0.001066404,0.0003240013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003438805,0.00003824245,0.892266,0.0005330048,0.002712525,0.00004912026,0.0015398,0.001039921,0.07615827,0.0002408805,0.0006228652,0.0244555],"study_design_scores_gemma":[0.009864132,0.0100163,0.6675116,0.001663076,0.002346057,0.00141289,0.00570383,0.001291531,0.2883617,0.0005256219,0.01082479,0.0004785373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869047,0.0008420419,0.01093812,0.0001312299,0.0003737428,0.0001476068,0.00006016596,0.000001677727,0.0006007224],"genre_scores_gemma":[0.9943886,0.00001903105,0.004512012,0.000008397236,0.0009548294,0.000002197427,0.00000136483,0.00001101963,0.0001025635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2247544,"threshold_uncertainty_score":0.3668791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04238442652551341,"score_gpt":0.3330596237580744,"score_spread":0.290675197232561,"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."}}