{"id":"W3137415760","doi":"10.33963/kp.15884","title":"Impact of the COVID-19 pandemic on the performance of selected cardiac electrotherapy and electrophysiology procedures","year":2021,"lang":"en","type":"article","venue":"Kardiologia Polska","topic":"Wireless Body Area Networks","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiac resynchronization therapy; Coronavirus disease 2019 (COVID-19); Atrial fibrillation; Implantable cardioverter-defibrillator; Electrotherapy; Quarter (Canadian coin); Cardiac electrophysiology; Statistical analysis; Emergency medicine; Internal medicine; Heart failure; Statistics; Pathology; Ejection fraction; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001703905,0.0001833095,0.0003817552,0.00003349211,0.00008118113,0.000006482661,0.0002244599,0.0001481398,0.00001829462],"category_scores_gemma":[0.0002496275,0.0000996497,0.0001400865,0.0004865895,0.0001781387,0.00002586546,0.00003563225,0.0003429393,0.000001215827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001183337,"about_ca_system_score_gemma":0.0003114227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002126578,"about_ca_topic_score_gemma":0.00001173361,"domain_scores_codex":[0.9989427,0.0002252759,0.0002076856,0.0001820326,0.0001052282,0.0003370437],"domain_scores_gemma":[0.9990663,0.0003479615,0.00007219369,0.0003785507,0.00008769055,0.00004729696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001005323,0.00001447255,0.2789203,0.00007696106,0.0004428706,9.541692e-7,0.0001531524,0.05272193,0.6637107,0.0002607706,0.003204943,0.0003924175],"study_design_scores_gemma":[0.000375047,0.0006152379,0.9196894,0.00003731284,0.00004331335,0.00007074861,0.00002208404,0.004344656,0.07416912,0.0001915198,0.0002130246,0.0002285419],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978013,0.001414979,0.00004429899,0.00009044068,0.00007091975,0.0002493176,0.00001956405,0.00009124185,0.0002179188],"genre_scores_gemma":[0.9977309,0.001949686,0.00001563474,0.0001234063,0.00008890136,0.00003846594,0.000008303274,0.0000245015,0.00002019391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6407691,"threshold_uncertainty_score":0.4063597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180657302774395,"score_gpt":0.2426854661389419,"score_spread":0.230878893111198,"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."}}