{"id":"W1843769878","doi":"10.7863/ultra.34.7.1259","title":"Utility of Targeted Neonatal Echocardiography in the Management of Neonatal Illness","year":2015,"lang":"en","type":"article","venue":"Journal of Ultrasound in Medicine","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Ductus arteriosus; Gestational age; Neonatal intensive care unit; Birth weight; Pediatrics; Low birth weight; Mechanical ventilation; Cardiology; Internal medicine; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001569278,0.0002065477,0.0002450961,0.0009988681,0.0002305335,0.0007128766,0.0004167985,0.0003447222,0.0003782969],"category_scores_gemma":[0.01371996,0.0001103172,0.0001736976,0.0006662726,0.0003791976,0.0004792166,0.0004987151,0.0002990792,0.00007439139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009273479,"about_ca_system_score_gemma":0.001153825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00656411,"about_ca_topic_score_gemma":0.007709821,"domain_scores_codex":[0.9980417,0.0008159084,0.0003013931,0.0001773359,0.0004830549,0.0001806252],"domain_scores_gemma":[0.9936382,0.001865291,0.002878267,0.0001849911,0.0008496642,0.0005835578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007889336,0.00002546363,0.9825559,0.00003529104,0.00001842516,0.001351632,0.0001272903,0.0001788539,0.0004196181,0.00001464117,0.00008610365,0.01510801],"study_design_scores_gemma":[0.000005282596,0.0002536559,0.9895113,0.0001232671,0.00003592131,0.007842689,0.0005788914,0.0008032694,0.0004593067,0.00001316835,0.0003643968,0.000008837223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954513,0.003098749,0.0003439774,0.0002240566,0.0000137236,0.00001936281,0.00006951231,0.000009189395,0.0007701186],"genre_scores_gemma":[0.9979112,0.001110397,0.0007691116,0.00006626335,0.00003647344,0.000007889982,0.0000650295,0.00000290964,0.00003066903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00656411,"threshold_uncertainty_score":0.01305181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977424550905747,"score_gpt":0.2838790507994209,"score_spread":0.2641048052903634,"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."}}