{"id":"W4220971759","doi":"10.1093/pch/pxab085","title":"Management of the patent ductus arteriosus in preterm infants","year":2022,"lang":"en","type":"review","venue":"Paediatrics & Child Health","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Ductus arteriosus; Medicine; Pharmacotherapy; Ibuprofen; Intraventricular hemorrhage; Shunt (medical); Pediatrics; Low birth weight; Anesthesia; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004755183,0.0003022127,0.001538209,0.0003462149,0.0001458354,0.00000858969,0.0002034424,0.00009697818,0.0001139599],"category_scores_gemma":[0.0000158292,0.0002043943,0.001133158,0.0009998634,0.00002729441,0.00001869427,0.0002661422,0.0005375933,0.00001257837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006945143,"about_ca_system_score_gemma":0.0004649091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008346841,"about_ca_topic_score_gemma":0.0000126649,"domain_scores_codex":[0.9975401,0.0002636215,0.0008466982,0.000410878,0.0005762878,0.000362457],"domain_scores_gemma":[0.9983423,0.00004802026,0.0004951952,0.0009683119,0.00001806167,0.0001281453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000863106,0.0002962816,0.001669803,0.0292785,0.0008092306,0.0005105286,0.0001038877,0.000001572838,4.856867e-10,0.0000908566,0.0002174598,0.9670132],"study_design_scores_gemma":[0.001563404,0.0001552863,0.03673608,0.007177685,0.002253985,0.0006647822,0.0000334697,7.666047e-7,1.833444e-8,0.0000233979,0.9511965,0.0001946449],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001880368,0.9936741,0.000002513529,0.0001336195,0.000643288,0.003032562,0.000252856,0.00001849215,0.002054559],"genre_scores_gemma":[0.0008481726,0.9979649,0.00008345774,0.0001222795,0.0001451786,0.0003180887,0.0003978044,0.00004693904,0.00007320209],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9668186,"threshold_uncertainty_score":0.8334957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0424286577576093,"score_gpt":0.3098690277571696,"score_spread":0.2674403699995603,"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."}}