{"id":"W4300990757","doi":"","title":"Long-Term Continuous Ambulatory ECG Monitors and External Cardiac Loop Recorders for Cardiac Arrhythmia: A Health Technology Assessment.","year":2017,"lang":"en","type":"review","venue":"PubMed","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ambulatory; Medicine; Implantable loop recorder; Heart rate variability; Ambulatory ECG; Electrocardiography; Cardiology; Heart rate; Emergency medicine; Internal medicine; Atrial fibrillation; Blood pressure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03180773,0.001023568,0.005112203,0.01994453,0.0006910276,0.004081163,0.001813341,0.002747695,0.00357253],"category_scores_gemma":[0.1161309,0.0009005244,0.01161559,0.01968447,0.001314773,0.004142371,0.002449764,0.002384814,0.0003241564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01083317,"about_ca_system_score_gemma":0.01564002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01854848,"about_ca_topic_score_gemma":0.04782327,"domain_scores_codex":[0.9698486,0.008782418,0.01064464,0.001654371,0.008524969,0.0005449696],"domain_scores_gemma":[0.8516614,0.09744363,0.03170445,0.001748807,0.01647276,0.000968889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009133123,0.00006357249,0.01123386,0.7524653,0.03057623,0.0001305783,0.0004315885,0.0003276831,0.0004102477,0.00193509,0.005334052,0.1961786],"study_design_scores_gemma":[0.001119345,0.0008977772,0.04706922,0.7616189,0.1524555,0.000673289,0.0004241317,0.0006015017,0.0003877795,0.002092132,0.03254804,0.0001123075],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001332827,0.9956375,0.0002153988,0.001466774,0.0001642792,0.0001697141,0.0005286724,0.000007042906,0.0004778585],"genre_scores_gemma":[0.05861839,0.9303511,0.003811933,0.003897917,0.0005692572,0.001104551,0.001334227,0.00001122472,0.0003015513],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03180773,"threshold_uncertainty_score":0.1682174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05567107234338419,"score_gpt":0.354341978662132,"score_spread":0.2986709063187478,"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."}}