{"id":"W2786163370","doi":"10.1371/journal.pone.0185969","title":"Ceramides in tracheal aspirates of preterm infants: Marker for bronchopulmonary dysplasia","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Sphingolipid Metabolism and Signaling","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Bronchopulmonary dysplasia; Medicine; Ceramide; Gestational age; Neonatology; Birth weight; Mechanical ventilation; Intubation; Pathogenesis; Ventilation (architecture); Pediatrics; Gastroenterology; Internal medicine; Anesthesia; Pregnancy; 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":[0.0001870782,0.0001025119,0.0001917715,0.00004697951,0.00002977185,0.000008572239,0.0001269981,0.0001173624,0.00002883967],"category_scores_gemma":[0.0001498162,0.0001006795,0.00004927081,0.00006109975,0.00008235827,0.000005773202,0.00004055083,0.00004868753,0.000002255478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004931412,"about_ca_system_score_gemma":0.00002836007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001960132,"about_ca_topic_score_gemma":0.00002135398,"domain_scores_codex":[0.9992199,0.00002831885,0.0002348099,0.000221881,0.00009815974,0.000196959],"domain_scores_gemma":[0.9995703,0.00002130357,0.00007346284,0.0002004062,0.00009312836,0.0000414735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004011361,0.0003084385,0.0521583,0.0001048476,0.00007285502,4.90437e-7,0.00009253046,0.000002481182,0.9454902,0.00002266303,0.00004616697,0.00129991],"study_design_scores_gemma":[0.0007780764,0.0003729339,0.04170892,0.00007983329,0.00004424171,0.000001258902,0.00003102548,0.000487831,0.9557289,0.0001196328,0.0005129396,0.000134355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980125,0.0008133502,0.0001278803,0.00003131679,0.00004945853,0.0002551359,0.0000323622,0.000006748646,0.0006711926],"genre_scores_gemma":[0.9957887,0.0000679668,0.003291261,0.0001263897,0.0004741155,0.00004287218,0.00005120186,0.00001946786,0.0001380237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01044938,"threshold_uncertainty_score":0.410559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693670634551275,"score_gpt":0.2477169840741713,"score_spread":0.2207802777286586,"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."}}