{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001060243,0.00023963,0.0004123879,0.001028131,0.0004291125,0.0005267265,0.0004450368,0.0002995241,0.0009994411],"category_scores_gemma":[0.003693081,0.0002385178,0.0004744394,0.001451239,0.0002541799,0.0003992514,0.0008515401,0.0003000832,0.0001732675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004564812,"about_ca_system_score_gemma":0.0007752302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008297396,"about_ca_topic_score_gemma":0.0081966,"domain_scores_codex":[0.9990602,0.0001812167,0.0002341449,0.0001564259,0.0002715636,0.00009648966],"domain_scores_gemma":[0.9960539,0.0005128336,0.002563172,0.000187623,0.0003706348,0.000311766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000226501,0.000008648239,0.9989208,0.00001848306,0.00001826002,0.000106026,0.00008341798,0.000009862038,0.00006545555,0.000005462085,0.00005417649,0.0006867209],"study_design_scores_gemma":[0.000002130785,0.00005881711,0.9984522,0.00003550759,0.00002937829,0.0005919185,0.0004246299,0.00005640581,0.00006191199,0.000008017061,0.0002746528,0.000004257659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987888,0.0004658497,0.00004240522,0.00002690221,0.000005443404,0.000007643804,0.0003748747,0.000002247932,0.000285703],"genre_scores_gemma":[0.9982169,0.0007882689,0.0001545446,0.00004942417,0.00001310827,0.00002006048,0.000649688,0.000004284624,0.0001037848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008297396,"threshold_uncertainty_score":0.01649815,"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."}}