{"id":"W3030136925","doi":"10.1016/j.resuscitation.2020.05.017","title":"Reply to: Kumar et al. “Double Sequential External Defibrillation”","year":2020,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute; Sinai Health System; Sunnybrook Health Science Centre; Health Sciences Centre; Sunnybrook Hospital; University of Toronto; St. Michael's Hospital","funders":"Laerdal Foundation for Acute Medicine","keywords":"Defibrillation; Medicine; Ventricular fibrillation; Basic life support; Return of spontaneous circulation; Cardiopulmonary resuscitation; Guideline; Randomized controlled trial; Observational study; Resuscitation; Cardiology; Internal medicine; Emergency medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003101184,0.0003692428,0.0005539061,0.0003772028,0.0001398956,0.0001603359,0.0001149353,0.000330642,0.00007635656],"category_scores_gemma":[0.0002877093,0.0003612693,0.0003928583,0.0004893363,0.00005833764,0.0002137295,0.00007165801,0.001066334,0.0007844778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002724988,"about_ca_system_score_gemma":0.0003679806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000177688,"about_ca_topic_score_gemma":0.000006353398,"domain_scores_codex":[0.9968788,0.0001700594,0.0005946998,0.0007813503,0.001180348,0.0003947645],"domain_scores_gemma":[0.9984362,0.0001847766,0.0002937084,0.0004760124,0.0003967281,0.0002125935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005286596,0.00001014488,0.0004147197,0.0002428119,0.0001204465,0.000362766,0.0004950718,0.0001244941,0.003297708,0.0001141649,0.9933791,0.0009099364],"study_design_scores_gemma":[0.001523057,0.0001292368,0.004534529,0.0004829873,0.0002153807,0.00002812055,0.00003350474,0.0001434415,0.0003357005,0.0004598485,0.9917452,0.000368934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003104341,0.0001633603,0.003721048,0.9765963,0.004528877,0.001254678,0.00006483601,0.0002484947,0.01031806],"genre_scores_gemma":[0.006299055,0.0000912402,0.004699645,0.9769945,0.007313019,0.00007228858,0.002996884,0.000123852,0.001409517],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008908541,"threshold_uncertainty_score":0.9999935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02980196826844495,"score_gpt":0.311213501949105,"score_spread":0.2814115336806601,"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."}}