{"id":"W2098940022","doi":"10.1016/j.resuscitation.2012.07.008","title":"Wide variability in drug use in out-of-hospital cardiac arrest: A report from the resuscitation outcomes consortium","year":2012,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Toronto","funders":"Canadian Institutes of Health Research; National Heart, Lung, and Blood Institute; Defence Research and Development Canada; Heart and Stroke Foundation of Canada","keywords":"Medicine; Amiodarone; Lidocaine; Ventricular fibrillation; Resuscitation; Cardiopulmonary resuscitation; Return of spontaneous circulation; Emergency medicine; Emergency department; Emergency medical services; Advanced cardiac life support; Advanced life support; Defibrillation; Intensive care medicine; Anesthesia; Internal medicine; Atrial fibrillation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003651293,0.0002937252,0.000547311,0.001812798,0.0008284654,0.001511262,0.0008566938,0.0008098882,0.0006675377],"category_scores_gemma":[0.01050157,0.0003104998,0.0005811781,0.00356647,0.0005024787,0.000907346,0.001503933,0.00109834,0.0001972869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008981879,"about_ca_system_score_gemma":0.0009462521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02355009,"about_ca_topic_score_gemma":0.02276625,"domain_scores_codex":[0.9956261,0.001397183,0.0007124438,0.0008402016,0.001111222,0.0003127978],"domain_scores_gemma":[0.9837226,0.005152966,0.004625346,0.001461713,0.003531625,0.001505736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006287025,0.00002545436,0.9982231,0.000006521695,0.00005369824,0.00009471548,0.000350255,0.00003363065,0.0001316633,0.00002353382,0.0003088512,0.0006858102],"study_design_scores_gemma":[0.000002423543,0.0000168081,0.9990267,0.000005100209,0.00001318475,0.0001251266,0.0005090695,0.00008539309,0.00003950972,0.00001129313,0.0001588476,0.000006443875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955251,0.0001924711,0.0002960148,0.0003487671,0.0000223949,0.00002536963,0.002041911,0.00001500981,0.001532898],"genre_scores_gemma":[0.9977629,0.0001050488,0.0001344743,0.00019502,0.00002803114,0.00002288409,0.001629967,0.0000141746,0.0001075638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02355009,"threshold_uncertainty_score":0.046826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01910512341581641,"score_gpt":0.2896570871455661,"score_spread":0.2705519637297498,"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."}}