{"id":"W3175452495","doi":"10.19102/icrm.2021.120607","title":"Association Between Pad Placement and the Return of Spontaneous Circulation for Defibrillation During Ventricular Fibrillation: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Journal of Innovations in Cardiac Rhythm Management","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Defibrillation; Ventricular fibrillation; Cardiology; Association (psychology); Return of spontaneous circulation; Internal medicine; Medicine; Circulation (fluid dynamics); Fibrillation; Atrial fibrillation; Surgery; Psychology; Cardiopulmonary resuscitation; Mechanics; Resuscitation; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.004373537,0.000259129,0.003323145,0.0006729165,0.00009415317,0.00004349679,0.0000582293,0.0001725982,0.000002492821],"category_scores_gemma":[0.001168652,0.0001790778,0.001108129,0.001453461,0.00003010292,0.0001093112,0.0000588601,0.0002490173,7.037858e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009903763,"about_ca_system_score_gemma":0.0001551695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001214064,"about_ca_topic_score_gemma":3.198093e-7,"domain_scores_codex":[0.9954823,0.0005727665,0.002747115,0.0002150825,0.0008113252,0.0001714479],"domain_scores_gemma":[0.9939383,0.000930568,0.003754085,0.0003306232,0.001009988,0.00003638579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004985535,0.00001895311,0.0009680451,0.9735217,0.00624474,0.0001155214,0.0001228901,0.0002740202,4.242642e-7,0.001006226,0.0003408833,0.01733675],"study_design_scores_gemma":[0.002869967,0.00006002669,0.003126117,0.8912897,0.03962977,0.0009103926,0.0002727728,0.00006187277,0.000001554762,0.0001089165,0.06131652,0.0003523617],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007636366,0.9913526,0.0008481732,0.0003819768,0.0006640815,0.005824308,0.0000302136,0.000006840631,0.0001281889],"genre_scores_gemma":[0.001944678,0.996213,0.0007410265,0.00002171675,0.0005950483,0.0001491987,0.0002341451,0.00002998346,0.00007123421],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08223195,"threshold_uncertainty_score":0.730258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01860644260708503,"score_gpt":0.3065527920872704,"score_spread":0.2879463494801854,"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."}}