{"id":"W3175758186","doi":"10.1159/000516781","title":"Can We Predict Bronchopulmonary Dysplasia Early in Life?","year":2021,"lang":"en","type":"letter","venue":"Neonatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Bronchopulmonary dysplasia; Medicine; Pediatrics; Intensive care medicine; Gestational age; Biology; Pregnancy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003945291,0.0008270245,0.001645378,0.001604774,0.003031819,0.002547416,0.001569019,0.03553417,0.005773123],"category_scores_gemma":[0.04534438,0.000681325,0.001230827,0.0007607822,0.002098813,0.003697136,0.001540981,0.03095397,0.004630782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003089798,"about_ca_system_score_gemma":0.005015241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014446,"about_ca_topic_score_gemma":0.01452904,"domain_scores_codex":[0.9970812,0.001054931,0.0004734843,0.0002616353,0.0005721746,0.000556474],"domain_scores_gemma":[0.9835156,0.008765943,0.001042888,0.0004294829,0.002807042,0.003439001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001573953,0.0001973141,0.04804567,0.0001697418,0.00006326632,0.01253823,0.0003785286,0.0002252822,0.0004585432,0.004954457,0.8829551,0.04985651],"study_design_scores_gemma":[0.0005808272,0.0007434824,0.05518546,0.006759521,0.000310751,0.04177616,0.005982451,0.003553826,0.001059171,0.07069492,0.812956,0.0003975127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001111159,0.001358018,0.00006884859,0.9854849,0.009847867,0.000006075174,0.00005211849,0.00001093884,0.002060106],"genre_scores_gemma":[0.01904293,0.004578417,0.000691837,0.8764524,0.09416145,0.00006235649,0.0001378104,0.00003090894,0.004841986],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03553417,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03851898447263988,"score_gpt":0.3260863561214387,"score_spread":0.2875673716487988,"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."}}