{"id":"W3067860741","doi":"10.1093/pch/pxaa068.042","title":"43 Pulmonary Artery dopplers for early prediction of Bronchopulmonary Dysplasia (BPD) in Extremely Low Birth Weight babies (ELBW): A forgotten tale","year":2020,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Bronchopulmonary dysplasia; Neonatal intensive care unit; Cohort; Receiver operating characteristic; Pediatrics; Pulmonary artery; Retrospective cohort study; Cardiology; Internal medicine; 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":[0.002324709,0.0003029685,0.0003503641,0.0009514413,0.0001632932,0.0005552841,0.0004891106,0.0005911159,0.001041673],"category_scores_gemma":[0.006844108,0.0001709108,0.0002010634,0.0004111465,0.0003440249,0.0003887443,0.0004131335,0.0007605862,0.000239638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001848556,"about_ca_system_score_gemma":0.0003217744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001705481,"about_ca_topic_score_gemma":0.001684265,"domain_scores_codex":[0.9993844,0.000289634,0.00008302215,0.00007840457,0.00009874885,0.00006579322],"domain_scores_gemma":[0.9965665,0.001489127,0.0005962804,0.0001183751,0.0005133721,0.0007163039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001173517,0.00002086127,0.9912991,0.00001933574,0.00001161585,0.0003538696,0.000052739,0.00006873281,0.0005178324,0.00002247396,0.0001822883,0.007333832],"study_design_scores_gemma":[0.00002019281,0.0003990861,0.9937944,0.0001378196,0.00003677891,0.002276994,0.0003684764,0.001592846,0.000509804,0.0001206827,0.0007275689,0.00001535031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924704,0.003814722,0.001516364,0.0008941483,0.0001221346,0.0000401076,0.0001687079,0.0000353752,0.0009379722],"genre_scores_gemma":[0.9959805,0.001007778,0.002335977,0.0001597129,0.0002059182,0.00002190484,0.00009803913,0.000005184983,0.0001851404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002324709,"threshold_uncertainty_score":0.01229441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03118060877667315,"score_gpt":0.29271284784455,"score_spread":0.2615322390678768,"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."}}