{"id":"W2887926636","doi":"10.1038/s41390-018-0075-z","title":"Application of Neonatologist Performed Echocardiography in the Assessment and Management of Neonatal Heart Failure unrelated to Congenital Heart Disease","year":2018,"lang":"en","type":"review","venue":"Pediatric Research","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"European Maritime and Fisheries Fund; European Society for Paediatric Research","keywords":"Neonatology; Medicine; Heart disease; Intensive care medicine; Heart failure; Cardiology; Pediatrics; Internal medicine; 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":[0.0007806888,0.0004403722,0.0008051236,0.002147442,0.0002369604,0.0006948831,0.0006374652,0.0009333298,0.001594604],"category_scores_gemma":[0.003132269,0.0001416252,0.0004905225,0.001154951,0.0003899782,0.0008106225,0.0004548884,0.001155598,0.0005053901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003679461,"about_ca_system_score_gemma":0.001223673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001387167,"about_ca_topic_score_gemma":0.002110908,"domain_scores_codex":[0.9995812,0.0001215414,0.0001040571,0.0000506792,0.0001161121,0.00002652261],"domain_scores_gemma":[0.9987299,0.0008363657,0.0001340639,0.00002628437,0.0002299019,0.00004350591],"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":[0.00005096276,0.00005417171,0.002940564,0.01916686,0.0001174255,0.00160391,0.0002077402,0.0002388445,0.0007863517,0.0016972,0.01544374,0.9576922],"study_design_scores_gemma":[0.00005260224,0.0002176445,0.02276369,0.07476091,0.0007701984,0.05208019,0.0008784458,0.0004173797,0.001493799,0.005011676,0.8414735,0.00007999769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003819123,0.9973532,0.0001704657,0.0005019824,0.0001587888,0.000006312001,0.00001591306,0.000005539806,0.001405835],"genre_scores_gemma":[0.003215393,0.9955863,0.0005366036,0.000253639,0.0002177814,0.000008248689,0.00002902752,0.00000181891,0.0001511932],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002147442,"threshold_uncertainty_score":0.005334496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06397076695869121,"score_gpt":0.4348682433679096,"score_spread":0.3708974764092184,"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."}}