{"id":"W4310130575","doi":"10.1161/circep.121.009911","title":"Advances in Cardiac Electrophysiology","year":2022,"lang":"en","type":"review","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Population Health Research Institute","funders":"Novo Nordisk Fonden","keywords":"Medicine; Cardiology; Cardiac electrophysiology; Internal medicine; Atrial fibrillation; Cardiac resynchronization therapy; Ventricular tachycardia; Ablation; Tachycardia; Heart failure; Electrophysiology; Ejection fraction","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":[0.0008915031,0.0009646657,0.001154276,0.001794936,0.0002947103,0.001301097,0.0007619562,0.001285512,0.008831572],"category_scores_gemma":[0.001396354,0.0002307213,0.0007589839,0.001338479,0.0006737582,0.001857084,0.0008913,0.002774112,0.004590278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005807177,"about_ca_system_score_gemma":0.001210172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007535628,"about_ca_topic_score_gemma":0.001121074,"domain_scores_codex":[0.9996045,0.00007163225,0.00005585933,0.00006345853,0.0001682946,0.00003631534],"domain_scores_gemma":[0.9991667,0.0004525142,0.00007102361,0.00003805023,0.0002110623,0.00006065518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005384689,0.00005717552,0.0001823591,0.01069866,0.00007305172,0.0001966203,0.00007132016,0.0003413871,0.001213827,0.008873349,0.05391089,0.9243276],"study_design_scores_gemma":[0.00001303175,0.00006438649,0.0006361722,0.00292633,0.00005073761,0.001361587,0.00004217897,0.00007568841,0.000184972,0.004876216,0.9897546,0.00001412014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001200106,0.9941678,0.000374927,0.0009318531,0.0009430488,0.000005720428,0.00002185884,0.00001583994,0.003418987],"genre_scores_gemma":[0.001423631,0.9931898,0.0005600008,0.0009315815,0.001684344,0.000008481483,0.00005200743,0.000005164266,0.002144991],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008831572,"threshold_uncertainty_score":0.02954453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070072830417057,"score_gpt":0.3197310691597364,"score_spread":0.2990303408555658,"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."}}