{"id":"W4406213897","doi":"10.1080/10903127.2025.2450074","title":"Virtual Neonatal Resuscitation Curriculum for Emergency Medical Services (EMS) to Improve Out-of-Hospital Newborn Care","year":2025,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Resuscitation; Neonatal resuscitation; Medical emergency; Emergency medical services; Context (archaeology); Emergency medicine; Hospital care; Health care","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":[0.000756873,0.0002101893,0.0001156389,0.0001814326,0.0002757141,0.0002694188,0.0005134957,0.0001770486,0.003331979],"category_scores_gemma":[0.003120989,0.00009539181,0.0001410523,0.0001056735,0.0001099288,0.0002498361,0.0007896503,0.0002896172,0.0002658873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007177096,"about_ca_system_score_gemma":0.002442003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001455561,"about_ca_topic_score_gemma":0.003418637,"domain_scores_codex":[0.9996772,0.000149293,0.00002884825,0.00003359265,0.00006566178,0.00004543529],"domain_scores_gemma":[0.9992046,0.0001555217,0.0001744246,0.00004502873,0.0001238098,0.000296796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000828371,0.03604119,0.2660294,0.001358122,0.0000504878,0.0008197257,0.004985845,0.005078953,0.01733608,0.001221587,0.01578163,0.6504686],"study_design_scores_gemma":[0.000474278,0.01806442,0.9011197,0.000922434,0.00007544827,0.001120592,0.005246096,0.005967994,0.01388171,0.0007983313,0.0522745,0.00005451022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9924086,0.0001062152,0.002292178,0.0003285125,0.00006014762,0.001086107,0.0001687027,0.00005748672,0.003492055],"genre_scores_gemma":[0.9630664,0.0006494064,0.02854343,0.0003933188,0.00004495285,0.002729895,0.0004926402,0.00001160542,0.004068244],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003331979,"threshold_uncertainty_score":0.01114661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182583573436951,"score_gpt":0.3590075839377788,"score_spread":0.3471817482034092,"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."}}