{"id":"W3158111527","doi":"10.1159/000515872","title":"Associations of Stylet Use during Neonatal Intubation with Intubation Success, Adverse Events, and Severe Desaturation: A Report from NEAR4NEOS","year":2021,"lang":"en","type":"article","venue":"Neonatology","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary; Université de Montréal","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Intubation; Medicine; Stylet; Anesthesia; Neonatology; Tracheal intubation; Intensive care; Surgery; Intensive care medicine; Biology","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":[0.0001086334,0.000132312,0.0002990996,0.0001342155,0.0001001506,0.000011682,0.00004502782,0.0001584017,0.0004543937],"category_scores_gemma":[0.0003999621,0.0001271062,0.00004622534,0.000271158,0.00006582781,0.0004775757,0.00007328463,0.0001698593,0.00000436381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008633669,"about_ca_system_score_gemma":0.0001346466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002524143,"about_ca_topic_score_gemma":0.0002681747,"domain_scores_codex":[0.9987902,0.00007719696,0.000415305,0.0003140811,0.0002562623,0.0001469643],"domain_scores_gemma":[0.998769,0.0001059642,0.0003388558,0.0002604582,0.0004709644,0.00005472608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003315868,0.0001276081,0.9642011,0.0001030265,0.0003181242,0.0001422424,0.0007522929,0.00002548698,0.001202593,0.003488098,0.001359986,0.02794788],"study_design_scores_gemma":[0.002212411,0.0008478917,0.9720938,0.0001448515,0.0002682084,0.0002367409,0.0005081659,0.0005989117,0.01719923,0.001256324,0.004396822,0.0002366622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930904,0.00008573422,0.004208641,0.001117024,0.00007602949,0.0003290435,0.00004323143,0.0001425612,0.0009073383],"genre_scores_gemma":[0.9913456,0.0002645735,0.004913087,0.00006487911,0.00005529456,0.00002735285,0.001651832,0.00002151945,0.001655861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02771122,"threshold_uncertainty_score":0.5183239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398483297607647,"score_gpt":0.2582451549629504,"score_spread":0.2442603219868739,"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."}}