{"id":"W4294796387","doi":"10.1016/j.resplu.2022.100287","title":"A survey of the incidence of defibrillator damage during double sequential external defibrillation for refractory ventricular fibrillation","year":2022,"lang":"en","type":"article","venue":"Resuscitation Plus","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; Toronto Metropolitan University; Sunnybrook Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Public Health Ontario","funders":"Heart and Stroke Foundation of Canada","keywords":"Defibrillation; Ventricular fibrillation; Medicine; Incidence (geometry); Cardiology; Internal medicine; Emergency medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0007738976,0.0001147285,0.0003001206,0.0001874043,0.0002676811,0.00001281721,0.00008203132,0.00005873174,0.00001967848],"category_scores_gemma":[0.0004094626,0.00009981821,0.0002395261,0.0006489928,0.00007416172,0.0001508935,0.00009835517,0.00009964238,0.000001184952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003049716,"about_ca_system_score_gemma":0.0003541962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004079298,"about_ca_topic_score_gemma":0.00005157886,"domain_scores_codex":[0.9981162,0.0002279281,0.0005311188,0.0002309095,0.0007294655,0.0001643904],"domain_scores_gemma":[0.9982919,0.0002827177,0.000584409,0.0002971983,0.0004918723,0.0000519293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005855002,0.00004826299,0.6874261,0.0009522772,0.000164349,0.000004848365,0.001527437,0.1106428,0.1915552,0.0008458466,0.0002598003,0.0007180481],"study_design_scores_gemma":[0.002800812,0.00009108067,0.9812736,0.0001044701,0.00009524966,0.00001429104,0.0001602366,0.003828806,0.01106727,0.0001473888,0.000310741,0.0001060894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961877,0.000338438,0.0009813468,0.00006026107,0.001006925,0.0009870753,0.0001164156,0.00002130361,0.0003005514],"genre_scores_gemma":[0.9991628,0.00001640557,0.000357893,0.000009876617,0.0001603472,0.000026608,0.0001803188,0.000021601,0.00006417373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2938474,"threshold_uncertainty_score":0.4070469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02709293374604888,"score_gpt":0.2943325647309785,"score_spread":0.2672396309849296,"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."}}