{"id":"W2040666131","doi":"10.1016/j.jemermed.2009.04.038","title":"Pediatric Self-Inflating Resuscitators: The Dangers of Improper Setup","year":2009,"lang":"en","type":"article","venue":"Journal of Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Medicine; Intensive care 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":[0.001403211,0.0001376511,0.0004422464,0.0002479082,0.00007639164,0.000001857896,0.0001352659,0.0000705577,0.0002564447],"category_scores_gemma":[0.0009153449,0.00006852116,0.0002605356,0.0006528202,0.00004696718,0.0001178008,0.00001240005,0.0003606016,0.000004102377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004411851,"about_ca_system_score_gemma":0.0001565567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001325512,"about_ca_topic_score_gemma":0.000001205242,"domain_scores_codex":[0.9977511,0.00008147846,0.001106386,0.0001054549,0.0007633769,0.0001922531],"domain_scores_gemma":[0.9980564,0.0001027537,0.0008098871,0.000218551,0.0006510188,0.000161432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001341926,0.000621337,0.4448207,0.0008151424,0.000907586,0.0002118957,0.02153352,0.0001710346,0.1174405,0.0005431397,0.3966019,0.01499132],"study_design_scores_gemma":[0.004600204,0.003036456,0.9582426,0.0005908156,0.002453949,0.00007893141,0.003546253,0.0002052857,0.0008187814,0.0007917802,0.02538488,0.0002500614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721296,0.00488994,0.0001064382,0.007634139,0.00771217,0.0002324974,0.000001199266,0.00001663724,0.007277383],"genre_scores_gemma":[0.9892827,0.002943909,0.000432252,0.0001487175,0.007033468,8.768062e-7,0.000002369268,0.00001313963,0.0001425486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5134218,"threshold_uncertainty_score":0.280789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353283417879212,"score_gpt":0.3265690848256653,"score_spread":0.3030362506468732,"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."}}