{"id":"W2905579452","doi":"10.1542/peds.2018-0902","title":"Neonatal Intubation Practice and Outcomes: An International Registry Study","year":2018,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":271,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; Agency for Healthcare Research and Quality; National Institutes of Health","keywords":"Medicine; Intubation; Family medicine; Intensive care medicine; Emergency medicine; Anesthesia","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":[0.0008168445,0.00009708026,0.0001347072,0.000198631,0.0001015254,0.0000507983,0.0001458802,0.00007081376,0.0001070005],"category_scores_gemma":[0.005648278,0.00008526551,0.0000178565,0.000248508,0.00007468047,0.0004809341,0.0001174917,0.0002894851,0.0001013539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000112044,"about_ca_system_score_gemma":0.0002766862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001100716,"about_ca_topic_score_gemma":0.00002915798,"domain_scores_codex":[0.9984344,0.00008942196,0.0002412505,0.0002958087,0.000740411,0.000198691],"domain_scores_gemma":[0.9983697,0.0003088701,0.0001028446,0.0003613374,0.0005784186,0.0002788428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005197358,0.000459077,0.8518557,0.00008624784,0.00002443667,0.0001355826,0.001047822,1.392296e-7,0.00001738272,0.0001659068,0.0004586962,0.1452293],"study_design_scores_gemma":[0.003195308,0.005347376,0.7888614,0.000008286849,0.000112244,0.0001314649,0.003815171,0.0002818135,0.00002779242,0.00007635781,0.1979583,0.0001844596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939444,0.0002293589,0.0002292186,0.001894843,0.0004430875,0.0005272238,0.00001371043,0.00005710138,0.002661038],"genre_scores_gemma":[0.9945048,0.0002822289,0.001755635,0.001193562,0.001590707,0.00002244922,0.00002286147,0.00002049842,0.0006072539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1974996,"threshold_uncertainty_score":0.6761924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05314655766165782,"score_gpt":0.4445096737801727,"score_spread":0.3913631161185149,"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."}}