{"id":"W4214611811","doi":"10.1002/jcu.23161","title":"Pulmonary artery dopplers for early prediction of risk for bronchopulmonary dysplasia in extremely low birth weight babies","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Ultrasound","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Western University","funders":"","keywords":"Medicine; Bronchopulmonary dysplasia; Odds ratio; Pulmonary artery; Cardiology; Cohort; Transthoracic echocardiogram; Receiver operating characteristic; Birth weight; Internal medicine; Gestation; Low birth weight; Predictive value of tests; Pediatrics; Obstetrics; Gestational age; 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":[0.001079617,0.000321413,0.0003141401,0.0008104271,0.0001111414,0.000288585,0.0002978988,0.0003544458,0.0007357018],"category_scores_gemma":[0.005493225,0.0001877997,0.0001723279,0.0003970047,0.0001439422,0.0002323828,0.0002451927,0.0005031571,0.0001895191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001162556,"about_ca_system_score_gemma":0.0001899158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008359608,"about_ca_topic_score_gemma":0.0007660551,"domain_scores_codex":[0.9994828,0.0002354486,0.00005378892,0.00007923647,0.0001015764,0.00004710904],"domain_scores_gemma":[0.9978644,0.001068781,0.0006024438,0.00005467334,0.0002040385,0.0002057369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002315814,0.0000244938,0.9935993,0.00001548726,0.00001354589,0.0001438672,0.00002563041,0.00006375502,0.0006409229,0.00000967474,0.0000567157,0.005175082],"study_design_scores_gemma":[0.0000199854,0.0003778337,0.9966283,0.00003126736,0.00002756084,0.001249235,0.00007176321,0.0009207543,0.0004599765,0.0000264217,0.0001811755,0.000005609266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980107,0.001062131,0.0004130047,0.00006156467,0.00001340142,0.00001394418,0.0001514076,0.000008973841,0.0002647795],"genre_scores_gemma":[0.9986765,0.0003138568,0.0007313562,0.0000146659,0.00001522081,0.00001349887,0.0001240716,0.000001750461,0.0001090658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001079617,"threshold_uncertainty_score":0.005709648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07361687080448194,"score_gpt":0.3888280983241585,"score_spread":0.3152112275196766,"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."}}