{"id":"W3175465214","doi":"10.1542/peds.2020-036145","title":"Intubation Competence During Neonatal Fellowship Training","year":2021,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Centre Hospitalier Universitaire Sainte-Justine","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences","keywords":"Medicine; Intubation; Competence (human resources); Odds ratio; Odds; Confidence interval; Endotracheal intubation; Emergency medicine; Anesthesia; Internal 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":[0.0001131841,0.00008042733,0.0001236159,0.0001157401,0.00007255143,0.00002512288,0.00005087697,0.00005364966,0.000847205],"category_scores_gemma":[0.0002478994,0.00007382815,0.00005555665,0.0003754707,0.00001871353,0.0001301952,0.00005331478,0.0001395948,0.00004639942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004643144,"about_ca_system_score_gemma":0.00007387144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002550742,"about_ca_topic_score_gemma":0.000002246392,"domain_scores_codex":[0.9992532,0.00001674589,0.0001805806,0.0001757326,0.0002254477,0.0001483314],"domain_scores_gemma":[0.9995486,0.00003565507,0.00005709654,0.0001567031,0.0001383659,0.00006363977],"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":[0.0001712634,0.0003200692,0.2167456,0.001536768,0.00009265819,0.0002018877,0.007902356,0.00006091224,0.005489448,0.01388438,0.03585716,0.7177376],"study_design_scores_gemma":[0.008095556,0.0039697,0.4183302,0.0003907009,0.001192801,0.0001586165,0.01171281,0.01011477,0.1608546,0.008304882,0.3746073,0.00226805],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383605,0.0004257165,0.01121402,0.00131981,0.0002313763,0.0001854928,0.000003756352,0.000373495,0.04788586],"genre_scores_gemma":[0.9751083,0.001701029,0.00433191,0.000113005,0.0006237544,0.00001250293,0.0001026345,0.00001733095,0.01798958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7154695,"threshold_uncertainty_score":0.9276301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02642100373196412,"score_gpt":0.2657147837408031,"score_spread":0.239293780008839,"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."}}