{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01436318,0.001675006,0.001913256,0.0006130908,0.002694527,0.003318833,0.001559598,0.004222656,0.005281855],"category_scores_gemma":[0.01460333,0.0007088421,0.001245031,0.0006953779,0.003682912,0.003743235,0.002036572,0.005782058,0.001041624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001773422,"about_ca_system_score_gemma":0.009117225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002335418,"about_ca_topic_score_gemma":0.00357621,"domain_scores_codex":[0.9894372,0.007392481,0.000386089,0.001034285,0.0005599809,0.001189996],"domain_scores_gemma":[0.9835098,0.003587885,0.0020065,0.002184095,0.001819412,0.006892282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5754331,0.3717336,0.01090772,0.0002625796,0.0005579631,0.0001991031,0.0008757882,0.001018176,0.01051527,0.0007293521,0.002208349,0.02555897],"study_design_scores_gemma":[0.201495,0.7875454,0.006949903,0.00005889919,0.0002186616,0.00005503371,0.0004301834,0.0006396503,0.001445433,0.0002111133,0.0009178751,0.00003293137],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906149,0.0001574468,0.0005525503,0.0005440665,0.0002032099,0.006714783,0.0001871046,0.00003238103,0.0009936433],"genre_scores_gemma":[0.9828389,0.0004230135,0.00415522,0.001117765,0.0005861619,0.00911253,0.0006916028,0.00002380017,0.001051004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01436318,"threshold_uncertainty_score":0.0759607,"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."}}