{"id":"W3046738650","doi":"10.1093/pch/pxaa073","title":"Postnatal corticosteroids to prevent or treat bronchopulmonary dysplasia in preterm infants","year":2020,"lang":"en","type":"review","venue":"Paediatrics & Child Health","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"University of Alberta; Canadian Thoracic Society","keywords":"Bronchopulmonary dysplasia; Medicine; Pediatrics; Intensive care medicine; Pregnancy; Gestational age; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001260062,0.001020981,0.004350498,0.001619796,0.0002176754,0.0000560991,0.0007314197,0.0006922628,0.0001708029],"category_scores_gemma":[0.001622471,0.0007994448,0.0005318185,0.003076364,0.00006527322,0.0001380235,0.0006588449,0.003362187,0.0008049708],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003681644,"about_ca_system_score_gemma":0.01154322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002554687,"about_ca_topic_score_gemma":0.0001368715,"domain_scores_codex":[0.9910425,0.0008392787,0.002812727,0.001660393,0.00170347,0.001941649],"domain_scores_gemma":[0.9935076,0.0008032881,0.0007638494,0.001250585,0.0001296177,0.003545111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000807469,0.000411562,0.0002582571,0.1019889,0.00004747331,0.002588951,0.0002450116,3.112154e-7,5.871269e-8,0.000007752846,0.001695277,0.8919489],"study_design_scores_gemma":[0.001354941,0.003960557,0.001442496,0.0170209,0.0002305994,0.001201593,0.00001500725,0.000009298105,4.17262e-7,0.000003083189,0.9742083,0.0005528159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002489226,0.9837878,0.000006083719,0.00266819,0.000459872,0.01140875,0.00071196,0.0001370231,0.0005714203],"genre_scores_gemma":[0.00007488377,0.9912587,0.0003581505,0.004941854,0.001514345,0.0006589714,0.0005344103,0.0002747167,0.0003839626],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.972513,"threshold_uncertainty_score":0.999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05714687747798171,"score_gpt":0.4060181687704886,"score_spread":0.3488712912925069,"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."}}