{"id":"W2025831245","doi":"10.1016/j.resuscitation.2011.07.010","title":"Helping Babies Breathe: Global neonatal resuscitation program development and formative educational evaluation","year":2011,"lang":"en","type":"article","venue":"Resuscitation","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":230,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Laerdal Foundation for Acute Medicine","keywords":"Formative assessment; Facilitator; Medicine; Neonatal resuscitation; Medical education; Test (biology); Delphi method; Focus group; Curriculum; Nursing; Resuscitation; Psychology; Pedagogy; Emergency 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":[0.0753735,0.001405689,0.001508613,0.002636108,0.001924077,0.002673315,0.003216692,0.002050636,0.003548228],"category_scores_gemma":[0.07872794,0.0009313773,0.001984626,0.002133274,0.001206881,0.002521045,0.005963644,0.002254926,0.0005289594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008081844,"about_ca_system_score_gemma":0.03823464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01310721,"about_ca_topic_score_gemma":0.02086481,"domain_scores_codex":[0.9705077,0.02076686,0.001791986,0.000846898,0.00351786,0.00256866],"domain_scores_gemma":[0.9603703,0.01835163,0.003422294,0.002461606,0.008533184,0.006861021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01216011,0.09996206,0.09130053,0.003234766,0.0005667355,0.0004320211,0.01376785,0.004809764,0.001132478,0.001840367,0.01314424,0.7576491],"study_design_scores_gemma":[0.0592989,0.167971,0.6219612,0.01181656,0.004728744,0.0007620191,0.04117243,0.008508979,0.02452853,0.006001678,0.05261634,0.0006335822],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9200897,0.001553913,0.005939491,0.01061025,0.0006943522,0.04201577,0.002089655,0.000534574,0.01647217],"genre_scores_gemma":[0.8792342,0.0025352,0.05992205,0.002865931,0.0001748279,0.04832764,0.003355897,0.0001134201,0.003470845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0753735,"threshold_uncertainty_score":0.3986179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04189441847391959,"score_gpt":0.3416645572619894,"score_spread":0.2997701387880698,"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."}}