{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002308607,0.0003785832,0.0002653305,0.00210785,0.0002784583,0.0007465916,0.0005782146,0.0003661472,0.0005399259],"category_scores_gemma":[0.01258621,0.000151971,0.0004040462,0.001165071,0.0003423031,0.0005837924,0.0008175915,0.0005611187,0.00009131366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052377,"about_ca_system_score_gemma":0.000924228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02008002,"about_ca_topic_score_gemma":0.02361267,"domain_scores_codex":[0.9986421,0.0003762342,0.0002150775,0.0001763825,0.0004865064,0.0001035701],"domain_scores_gemma":[0.9916082,0.001559262,0.004931272,0.0002291618,0.001218295,0.0004537755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004159226,0.000005332075,0.9984157,0.00001117953,0.00001627064,0.00001775189,0.00002075469,0.00008414833,0.00004000522,0.00001937977,0.00003398992,0.001293882],"study_design_scores_gemma":[0.000002501553,0.00003971538,0.9991601,0.00001711684,0.00001301455,0.0001472025,0.00005390608,0.0003647835,0.00006694966,0.00002757476,0.0001042339,0.000002907791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970012,0.001182718,0.0004643634,0.00007930401,0.000008813414,0.0000128508,0.0004392536,0.000005027002,0.0008064664],"genre_scores_gemma":[0.9986615,0.0002275421,0.0004779294,0.00001027583,0.0000126597,0.000009240172,0.0005335759,0.000001563253,0.00006580385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02008002,"threshold_uncertainty_score":0.03992629,"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."}}