{"id":"W2068883651","doi":"10.1542/peds.2006-0537","title":"The Development and Testing of a Performance Checklist to Assess Neonatal Resuscitation Megacode Skill","year":2006,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Calgary","funders":"","keywords":"Checklist; Medicine; Reliability (semiconductor); Neonatal resuscitation; Resuscitation; Internal consistency; Variance (accounting); Medical education; Clinical psychology; Psychometrics; Emergency medicine; Psychology","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":[0.02278815,0.0006238938,0.0005325576,0.001891623,0.0004853619,0.0007459049,0.001665339,0.0008328132,0.001466291],"category_scores_gemma":[0.07749164,0.000362629,0.0006856178,0.0006846625,0.0006589643,0.001305046,0.001584116,0.0009978999,0.0006628493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508472,"about_ca_system_score_gemma":0.007885014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001987637,"about_ca_topic_score_gemma":0.003479679,"domain_scores_codex":[0.975988,0.01190992,0.003820591,0.000731965,0.006959688,0.0005898398],"domain_scores_gemma":[0.9290656,0.02315183,0.01428799,0.00352494,0.02722011,0.00274953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005416396,0.003381703,0.3596583,0.001982423,0.0001429686,0.0002618706,0.002846154,0.004053474,0.009606283,0.0009324759,0.009057268,0.6075355],"study_design_scores_gemma":[0.0004640541,0.01468964,0.9071052,0.003048254,0.0001400525,0.002106947,0.003377304,0.01835052,0.01803598,0.0006873181,0.0317829,0.0002118456],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8575208,0.001696424,0.1074684,0.001396508,0.0005693216,0.02197553,0.001346289,0.0008007074,0.007225991],"genre_scores_gemma":[0.6798309,0.001401967,0.2912,0.0005322821,0.0001492033,0.02201323,0.002613638,0.00006370324,0.002195209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02278815,"threshold_uncertainty_score":0.1205167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04670765433168169,"score_gpt":0.3306454150210648,"score_spread":0.2839377606893831,"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."}}