{"id":"W4308290955","doi":"10.1056/nejmoa2207304","title":"Defibrillation Strategies for Refractory Ventricular Fibrillation","year":2022,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":214,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Sunnybrook Hospital; Health Sciences Centre; London Health Sciences Centre; Schwartz/Reisman Emergency Medicine Institute; Sunnybrook Health Science Centre; University of Toronto","funders":"Heart and Stroke Foundation of Canada","keywords":"Defibrillation; Ventricular fibrillation; Medicine; Cardiology; Internal medicine; Refractory (planetary science); Fibrillation; Shock (circulatory); Defibrillation threshold; Atrial fibrillation; Materials science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007337717,0.0004585281,0.0006722074,0.000360973,0.0002888338,0.0002725633,0.0004632456,0.0004487832,0.001929963],"category_scores_gemma":[0.001638779,0.00009065143,0.0004446636,0.00035127,0.0003857029,0.0001450137,0.00022529,0.0005889593,0.0001334531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181762,"about_ca_system_score_gemma":0.002149696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006279893,"about_ca_topic_score_gemma":0.01521024,"domain_scores_codex":[0.999616,0.00009665629,0.00006958188,0.00005859504,0.00008246183,0.00007667727],"domain_scores_gemma":[0.9993818,0.0001768621,0.0001737305,0.00002796575,0.00006326399,0.0001764428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.3167519,0.01070734,0.04882404,0.007949861,0.002683599,0.0003469698,0.0005583941,0.00381638,0.01014779,0.001785669,0.004834932,0.5915931],"study_design_scores_gemma":[0.5018703,0.2671362,0.188328,0.002652687,0.002656646,0.001789016,0.0003992714,0.002741519,0.005301807,0.001710592,0.02535113,0.00006274335],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965642,0.02676951,0.0008238045,0.0007789151,0.000202957,0.002172572,0.0002688562,0.00003285437,0.003308647],"genre_scores_gemma":[0.9891242,0.007001813,0.001285772,0.0006042814,0.0001714052,0.001150846,0.0002636537,0.000002213065,0.0003957834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006279893,"threshold_uncertainty_score":0.01248664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909591999050049,"score_gpt":0.2909902197520046,"score_spread":0.2718942997615041,"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."}}