{"id":"W3176107681","doi":"10.1016/j.cjco.2021.06.011","title":"Diagnostic Efficacy of a Single-Lead Ambulatory 14-Day ECG Monitor in Symptomatic Children","year":2021,"lang":"en","type":"article","venue":"CJC Open","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke; Centre hospitalier universitaire de Québec; Université Laval","funders":"Centre Hospitalier Universitaire de Québec; Health Canada; Fondation CHU de Québec; Ministère de l'Économie, de l’Innovation et des Exportations du Québec","keywords":"Palpitations; Medicine; Ambulatory; Electrocardiography; Ambulatory ECG; Implantable loop recorder; Cohort; Cardiology; Lead (geology); Internal medicine; Rhythm; Prospective cohort study; Holter monitor; Anesthesia; Atrial fibrillation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003065953,0.0001387856,0.0006534681,0.00008471954,0.00002503929,0.00004354307,0.0002242397,0.00007322647,0.0001931253],"category_scores_gemma":[0.0008122275,0.0001349281,0.0002185076,0.000259755,0.00005904025,0.0001051061,0.0002389356,0.0001206765,0.000133703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000803059,"about_ca_system_score_gemma":0.0002224202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001402374,"about_ca_topic_score_gemma":0.00003207237,"domain_scores_codex":[0.998861,0.0001018366,0.0003465437,0.0002975665,0.0001837318,0.0002093937],"domain_scores_gemma":[0.9989345,0.0002658244,0.00007030836,0.0005939852,0.0000534068,0.00008199627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002053899,0.004190832,0.5406112,0.0005237418,0.002501161,0.001152536,0.002509212,0.0004856386,0.01357525,0.0001634449,0.006611081,0.4274705],"study_design_scores_gemma":[0.007968906,0.0001306985,0.9748516,0.001121616,0.0003386131,0.000125687,0.0003288588,0.0001569999,0.01295201,0.00006517844,0.00169357,0.0002662395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879096,0.002407966,0.00006273868,0.000276666,0.0001847985,0.0008036677,0.000007137337,0.00002301626,0.008324422],"genre_scores_gemma":[0.9984435,0.00008443386,0.0004277168,0.0002150207,0.0000767682,0.00003318828,0.00004780536,0.0000305953,0.0006409438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4342404,"threshold_uncertainty_score":0.5502207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172837770138432,"score_gpt":0.2593636235689427,"score_spread":0.2476352458675583,"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."}}