{"id":"W4361212679","doi":"10.1001/jamanetworkopen.2023.5187","title":"Evaluation of Use of Epinephrine and Time to First Dose and Outcomes in Pediatric Patients With Out-of-Hospital Cardiac Arrest","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Society for Academic Emergency Medicine; American Heart Association","keywords":"Medicine; Epinephrine; Resuscitation; Emergency medicine; Propensity score matching; Emergency medical services; Cardiopulmonary resuscitation; Prospective cohort study; Cohort; Emergency department; Confidence interval; Retrospective cohort study; Demographics; Anesthesia; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009626115,0.00008880084,0.0004020667,0.0001105888,0.00001990725,0.00001603702,0.00004780885,0.00004969414,0.00001033603],"category_scores_gemma":[0.0003952969,0.00006703397,0.0000338686,0.0004479444,0.00003277538,0.0001540751,0.0001478563,0.00005410099,0.000006037216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001975204,"about_ca_system_score_gemma":0.00005349305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009049396,"about_ca_topic_score_gemma":0.0000533477,"domain_scores_codex":[0.9989451,0.00009167554,0.0002723653,0.0001607387,0.0004099495,0.0001201731],"domain_scores_gemma":[0.9991004,0.0002450074,0.000140502,0.0001630477,0.0002867601,0.00006421651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003328233,0.00006887415,0.989573,0.0000760339,0.00007990466,0.000001120465,0.0006195516,0.001586961,0.000005163522,0.000004898946,0.002199008,0.005452646],"study_design_scores_gemma":[0.002755809,0.0002911143,0.9953133,0.0001803423,0.0002670804,1.25601e-8,0.00003437222,0.0007570549,0.000003262536,0.00002132176,0.000303552,0.00007275421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972263,0.00008793897,0.000001205549,0.0004101414,0.0004980884,0.001492139,0.00002769813,0.000005938815,0.0002505277],"genre_scores_gemma":[0.9992443,0.0001022236,0.0002982207,0.00001610084,0.0001582069,0.0000363553,0.00007943458,0.00001284903,0.00005235847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00574031,"threshold_uncertainty_score":0.2733566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02076017495295362,"score_gpt":0.2858216358747018,"score_spread":0.2650614609217481,"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."}}