{"id":"W3172848471","doi":"10.1159/000516372","title":"Impact of Physician Training Level on Neonatal Tracheal Intubation Success Rates and Adverse Events: A Report from National Emergency Airway Registry for Neonates (NEAR4NEOS)","year":2021,"lang":"en","type":"article","venue":"Neonatology","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Medicine; Odds ratio; Intubation; Odds; Pediatrics; Emergency medicine; Adverse effect; Airway; Prospective cohort study; Premedication; Anesthesia; Internal medicine; Logistic regression","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":[0.001642261,0.000155768,0.0002480888,0.0007086269,0.0002590962,0.0003908929,0.0004253589,0.0002129773,0.001365653],"category_scores_gemma":[0.005318197,0.0001867964,0.0003318049,0.0009928496,0.0001763522,0.0004025374,0.0006713709,0.0002859432,0.0001860933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005397031,"about_ca_system_score_gemma":0.0008775251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008405141,"about_ca_topic_score_gemma":0.01085421,"domain_scores_codex":[0.9987967,0.0002863624,0.0002180241,0.0002221339,0.000320637,0.0001561815],"domain_scores_gemma":[0.9941478,0.0007357416,0.00377145,0.0002542873,0.0005265126,0.000564239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001967336,0.000006244074,0.9991093,0.00001164676,0.0000138201,0.00002834129,0.00003224061,0.00001472798,0.00002959222,0.000005279564,0.0001140729,0.000614907],"study_design_scores_gemma":[0.000002421573,0.00002969901,0.9993706,0.00002058307,0.00001119408,0.0001312504,0.0001361428,0.00007635041,0.00004445769,0.000005065439,0.0001707614,0.000001566048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977628,0.0003060751,0.00007492392,0.00006391755,0.000006593125,0.00001019629,0.001375507,0.00000539428,0.0003946335],"genre_scores_gemma":[0.9980986,0.0002223494,0.0001739911,0.00003893954,0.000009662039,0.00002269472,0.001291016,0.000003337472,0.0001394419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008405141,"threshold_uncertainty_score":0.01671243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05244999407172096,"score_gpt":0.3673999442336857,"score_spread":0.3149499501619647,"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."}}