{"id":"W4396973174","doi":"10.2196/52402","title":"The Incidence and Outcomes of Out-of-Hospital Cardiac Arrest During the COVID-19 Pandemic in South Korea: Multicenter Registry Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Incidence (geometry); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Emergency medicine; Multicenter study; Medical emergency; Pediatrics; Virology; Outbreak; Internal medicine; Disease; Randomized controlled trial; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001735448,0.0004815315,0.0005200836,0.001754621,0.0005505392,0.0007965629,0.0007179521,0.0004485105,0.000702798],"category_scores_gemma":[0.002937484,0.0004545329,0.0007176703,0.002377132,0.0003827419,0.001287279,0.001310337,0.0005631188,0.0001670204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005755602,"about_ca_system_score_gemma":0.001069181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004885846,"about_ca_topic_score_gemma":0.008154401,"domain_scores_codex":[0.9985372,0.0002834804,0.0004036985,0.0004617716,0.0001521435,0.0001618337],"domain_scores_gemma":[0.9956207,0.0003054185,0.002419312,0.0006121816,0.0004681831,0.0005741466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005823018,0.00001948225,0.9991026,0.00001149299,0.00005126954,0.00005926433,0.00007280606,0.00002483625,0.00009771502,0.00001027149,0.0001100739,0.0003819825],"study_design_scores_gemma":[0.00001778705,0.00008494494,0.9985366,0.00001381295,0.00005832232,0.000337493,0.0005073386,0.0001734434,0.00006198529,0.00001339547,0.0001864092,0.00000853313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978557,0.0001283307,0.0001076378,0.00003803844,0.000005576434,0.00004281511,0.001659165,0.000005281465,0.0001573882],"genre_scores_gemma":[0.9966445,0.0001451731,0.0001716091,0.00004223303,0.00001318086,0.00007793152,0.002861628,0.000004293152,0.00003960058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004885846,"threshold_uncertainty_score":0.009714842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573158028005631,"score_gpt":0.3419426903348524,"score_spread":0.3162111100547961,"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."}}