{"id":"W3209224616","doi":"10.1093/pch/pxab061.003","title":"7 Efficacy of Pharmacologic Therapy for Patent Ductus Arteriosus Closure in Preterm Newborns According to Their Gestational Age-Specific Z-Score for Birth Weight","year":2021,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Calgary","funders":"","keywords":"Medicine; Ductus arteriosus; Gestational age; Birth weight; Intrauterine growth restriction; Neonatal intensive care unit; Logistic regression; Low birth weight; Pediatrics; Ibuprofen; Retrospective cohort study; Obstetrics; Pregnancy; Internal medicine; Gestation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000336467,0.0002054743,0.0005633837,0.0002600628,0.0001560512,0.00001933305,0.00007646938,0.00007567357,0.00002667276],"category_scores_gemma":[0.00006328328,0.000169393,0.0004577629,0.0005168141,0.00001993136,0.00004312715,0.00002731939,0.000146125,0.000002387252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002407403,"about_ca_system_score_gemma":0.0005095403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001269983,"about_ca_topic_score_gemma":0.00002041628,"domain_scores_codex":[0.99836,0.00007700302,0.0004921567,0.0004351025,0.0002279786,0.0004077927],"domain_scores_gemma":[0.9988286,0.0003011579,0.0001614641,0.0002912359,0.0002098524,0.0002076516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006053883,0.005716666,0.5933246,0.001986021,0.002123507,0.0008030257,0.00643817,0.0008185469,0.001957309,0.00207085,0.006289231,0.3724182],"study_design_scores_gemma":[0.02364594,0.001409006,0.9485823,0.0001456228,0.000130163,0.0001426626,0.0003119189,0.00007599745,0.0008353642,0.0004294227,0.02403544,0.0002561442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976096,0.01194375,0.00351358,0.0034536,0.000524444,0.003560968,0.0008087475,0.00003635479,0.00006252929],"genre_scores_gemma":[0.9819902,0.009699366,0.004986799,0.001051325,0.0007505735,0.0004213123,0.001036778,0.00004106099,0.00002262175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.372162,"threshold_uncertainty_score":0.6907647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05209363380630054,"score_gpt":0.3093250535094336,"score_spread":0.2572314197031331,"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."}}