{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004118891,0.0002095352,0.0003812448,0.0008730224,0.0003921317,0.0009102204,0.0002414744,0.0007056671,0.002083221],"category_scores_gemma":[0.007346824,0.000206303,0.000628159,0.001174963,0.0003117574,0.0006687093,0.0003357581,0.001286845,0.0001755637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006337977,"about_ca_system_score_gemma":0.001440296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006973124,"about_ca_topic_score_gemma":0.01044134,"domain_scores_codex":[0.9993145,0.0001692011,0.0001032305,0.00005756136,0.0002194025,0.000135993],"domain_scores_gemma":[0.9951106,0.001900243,0.002007734,0.00005643948,0.0003394181,0.0005856511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00011549,0.00006815784,0.9966913,0.00002625064,0.00004927368,0.0004642388,0.00008559741,0.00006211473,0.00006166809,0.0000372583,0.0002853294,0.002053344],"study_design_scores_gemma":[0.000006795418,0.000168533,0.9971979,0.00006421198,0.00004810016,0.001251446,0.0004525149,0.0001894272,0.00008954171,0.00002637341,0.0004998889,0.000005232925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928743,0.00349212,0.00005231809,0.0004567099,0.00007640544,0.00001055759,0.0003641839,0.000006449055,0.002666878],"genre_scores_gemma":[0.9969145,0.002105074,0.0001045875,0.0001587184,0.0001132204,0.00001749852,0.0003351881,0.000004623417,0.0002464703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006973124,"threshold_uncertainty_score":0.01386505,"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."}}