{"id":"W4224310198","doi":"10.1016/j.resuscitation.2022.04.016","title":"Establishing a multicenter, preclinical consortium in resuscitation: A pilot experimental trial evaluating epinephrine in cardiac arrest","year":2022,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; North York General Hospital; Schwartz/Reisman Emergency Medicine Institute; University of Toronto; St. Michael's Hospital","funders":"St. Michael's Hospital Foundation","keywords":"Medicine; Resuscitation; Epinephrine; Cardiopulmonary resuscitation; Multicenter study; Intensive care medicine; Emergency medicine; Medical emergency; Anesthesia; Internal medicine; Randomized controlled trial","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003701323,0.000248078,0.000586983,0.0006665121,0.0002362544,0.00008337088,0.0001450117,0.00008770952,0.00008976829],"category_scores_gemma":[0.00323907,0.0002716448,0.0002132428,0.001196113,0.00009556977,0.0004372902,0.0001570008,0.0007045835,0.00001597464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008303331,"about_ca_system_score_gemma":0.00039037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003860726,"about_ca_topic_score_gemma":0.0001455949,"domain_scores_codex":[0.9952031,0.001277843,0.001201713,0.0006883548,0.001152557,0.0004764798],"domain_scores_gemma":[0.9976459,0.001355965,0.0003283851,0.0003669727,0.0001495506,0.0001532868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.454009,0.008015171,0.3313228,0.0006575637,0.0003204186,0.0005575145,0.02793153,0.01776776,0.140538,0.001888546,0.003648992,0.01334281],"study_design_scores_gemma":[0.2632389,0.007290262,0.6630801,0.0007832125,0.0002182847,0.000007008276,0.02464389,0.03485224,0.001357809,0.000671553,0.002819268,0.00103751],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864434,0.0005949668,0.00004789613,0.001132174,0.007211962,0.002903091,0.00003016748,0.00008199982,0.001554334],"genre_scores_gemma":[0.9954226,0.00002947076,0.001792946,0.0001878805,0.0008405325,0.00115824,0.0004450605,0.00004497367,0.00007827263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3317573,"threshold_uncertainty_score":0.9999736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07086068993776176,"score_gpt":0.3879131561843298,"score_spread":0.317052466246568,"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."}}