{"id":"W3006305827","doi":"10.1038/s41390-020-0819-4","title":"Is bronchopulmonary dysplasia decided before birth?","year":2020,"lang":"en","type":"letter","venue":"Pediatric Research","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Bronchopulmonary dysplasia; Medicine; Pediatrics; Intensive care medicine; Pregnancy; Biology; Gestational age; Genetics","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002288494,0.0007694599,0.001404032,0.002978799,0.0006085475,0.000187852,0.001601712,0.002025718,0.004561957],"category_scores_gemma":[0.004275792,0.000687547,0.0005166732,0.004477265,0.0005329562,0.0001897592,0.001264302,0.02175153,0.01374046],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267832,"about_ca_system_score_gemma":0.007374447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003169765,"about_ca_topic_score_gemma":0.000008377023,"domain_scores_codex":[0.9826511,0.001142871,0.001235212,0.002156385,0.009399326,0.003415152],"domain_scores_gemma":[0.9919491,0.002134573,0.0002289406,0.002147998,0.001748249,0.001791108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005215013,0.00008281328,0.01143039,0.01027753,0.00008191283,0.02769525,0.0001601225,9.920319e-8,0.00001670881,0.000006345619,0.9293346,0.02039277],"study_design_scores_gemma":[0.001321178,0.001720032,0.003542506,0.0001236531,0.00009430903,0.0002436658,0.00002844488,0.0001075353,0.00004188911,0.0006468435,0.9916984,0.0004315747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006832419,0.01577252,0.000007699548,0.9649529,0.0005061595,0.003718135,0.0003735041,0.0002811461,0.007555487],"genre_scores_gemma":[0.00244065,0.01071449,0.0005270111,0.8672625,0.06097501,0.000777512,0.0008268632,0.0006247052,0.05585125],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09769043,"threshold_uncertainty_score":0.9995576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1334498705225068,"score_gpt":0.4315856053201239,"score_spread":0.2981357347976171,"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."}}