{"id":"W3105266770","doi":"10.1002/ppul.25172","title":"Newer bronchopulmonary dysplasia definitions and prediction of health economics impacts in very preterm infants","year":2020,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Bronchopulmonary dysplasia; Medicine; Intensive care medicine; Pediatrics; Gestational age; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003464629,0.0001401876,0.0004744664,0.0003960165,0.00005133564,0.000005573772,0.00009088696,0.0001895416,0.00004166711],"category_scores_gemma":[0.0005719723,0.0001469946,0.00004059167,0.0003804793,0.00009320838,0.0001421699,0.0001068943,0.0004509045,0.00002290884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001692133,"about_ca_system_score_gemma":0.001095948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002184026,"about_ca_topic_score_gemma":0.00003351317,"domain_scores_codex":[0.998226,0.0001429144,0.0006809424,0.0003578591,0.0001282079,0.000464105],"domain_scores_gemma":[0.9988804,0.0002216433,0.0002025421,0.0002090821,0.00005159327,0.0004347561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001002526,0.0001516627,0.9648302,0.001570238,0.00001969758,0.0000764379,0.0003997418,0.00001526471,0.0002109509,0.0001917109,0.0004656002,0.03106594],"study_design_scores_gemma":[0.001985752,0.001710336,0.9918934,0.00002905093,0.00002738202,0.0001178946,0.00005525667,0.001006749,0.0000390373,0.0004062247,0.002631411,0.00009749785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838538,0.01006476,0.0000303882,0.004749544,0.0001176516,0.0006078448,0.0001178838,0.00003731517,0.0004207929],"genre_scores_gemma":[0.9745909,0.02325126,0.0002807766,0.001511005,0.0002532644,0.00003480793,0.00004782323,0.00002269032,0.000007468491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03096844,"threshold_uncertainty_score":0.5994264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07155228260030397,"score_gpt":0.3184228455778941,"score_spread":0.2468705629775901,"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."}}