{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003962163,0.00006741125,0.00008587039,0.0000979726,0.0001885431,0.0000165282,0.0000460324,0.00003738368,0.000002238487],"category_scores_gemma":[0.0006248343,0.00005428705,0.00001023902,0.000476132,0.00002285621,0.000049846,0.0000186298,0.00008322151,0.000004605362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089228,"about_ca_system_score_gemma":0.0004636332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009780407,"about_ca_topic_score_gemma":0.00004562211,"domain_scores_codex":[0.9991117,0.00001770106,0.0003313921,0.0001273355,0.000269451,0.0001424155],"domain_scores_gemma":[0.998315,0.0008603766,0.0001146138,0.0001286427,0.000510231,0.00007115159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002321625,0.00001728174,0.989001,0.0002082874,0.000001767627,4.050133e-7,0.001264648,0.0006242919,0.00002789777,0.0001202083,0.0002659765,0.008445045],"study_design_scores_gemma":[0.000251363,0.00004436656,0.9946478,0.00002437512,0.00001735255,0.000003231115,0.0005816964,0.001734119,0.0009647814,0.00003955075,0.001628327,0.00006306028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972258,0.0002932055,0.0006124187,0.000778631,0.0002076066,0.0002652324,0.000003591885,0.00002503946,0.0005884853],"genre_scores_gemma":[0.973048,0.000009019231,0.02622467,0.00007528307,0.0003693113,0.0000275492,0.00002662681,0.00001004399,0.0002095114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02561225,"threshold_uncertainty_score":0.2213762,"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."}}