{"id":"W4225263134","doi":"10.1177/00031348221094213","title":"Cardiopulmonary Resuscitation and Epinephrine Use in Pediatric Traumatic Cardiac Arrest","year":2022,"lang":"en","type":"article","venue":"The American Surgeon","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Cardiopulmonary resuscitation; Epinephrine; Medicine; Resuscitation; Clinical death; Intensive care medicine; Cardiology; Anesthesia; Internal medicine","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":[0.0007400094,0.0001285747,0.0004027262,0.0002412597,0.0001789596,0.00001932243,0.00006084258,0.00001387441,0.00001080258],"category_scores_gemma":[0.0001486921,0.0001007447,0.0001358899,0.0009862583,0.0001400065,0.0000831873,0.00008464714,0.0002712816,0.000006158056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009462536,"about_ca_system_score_gemma":0.00006386574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00181353,"about_ca_topic_score_gemma":0.00004835592,"domain_scores_codex":[0.9984707,0.0004153624,0.0002588716,0.0002371823,0.0003833352,0.0002345621],"domain_scores_gemma":[0.9989421,0.0004902791,0.0001508726,0.000302928,0.00003421208,0.00007957471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005464756,0.00006277034,0.9796427,0.00005851285,0.00005076374,0.00008744436,0.001193384,0.0005071154,0.0004683634,0.0000548878,0.001883779,0.01544375],"study_design_scores_gemma":[0.0003731382,0.00009176563,0.9930678,0.00001058282,0.0001218117,0.000009631841,0.002088593,0.0002400679,0.000005405697,0.00005836564,0.003813778,0.0001190692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963,0.0006257602,0.000008337052,0.001176484,0.000881075,0.0004302103,0.00002181922,0.00004410709,0.0005121878],"genre_scores_gemma":[0.9983485,0.0007404822,0.00007782645,0.0002400952,0.0002940834,0.0001053853,0.00006846607,0.00002396974,0.0001012374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01532468,"threshold_uncertainty_score":0.4108252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707855460140062,"score_gpt":0.2592348960135238,"score_spread":0.2421563414121232,"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."}}