{"id":"W4280496428","doi":"10.3233/npm-210943","title":"Fluid and electrolyte management in preterm infants with patent ductus arteriosus","year":2022,"lang":"en","type":"review","venue":"Journal of Neonatal-Perinatal Medicine","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Western University","funders":"","keywords":"Ductus arteriosus; Medicine; Low birth weight; Pediatrics; Population; Birth weight; Intensive care medicine; Cardiology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000439026,0.000520185,0.002598349,0.001029906,0.00007433897,0.00001752925,0.0001880118,0.0001133148,0.0004958306],"category_scores_gemma":[0.00004367929,0.000323123,0.0004517653,0.0005352821,0.0001567198,0.0001345763,0.0001434641,0.0008008804,0.000003623924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000396233,"about_ca_system_score_gemma":0.000185394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001675404,"about_ca_topic_score_gemma":0.000004616113,"domain_scores_codex":[0.9970998,0.000118043,0.00105357,0.0004022496,0.0009611921,0.0003651651],"domain_scores_gemma":[0.9985187,0.00008537058,0.0005625812,0.0004830681,0.00007464306,0.0002756371],"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":[0.0004054861,0.00008874185,0.00004820046,0.006379377,0.002885849,0.08675867,0.0001129824,5.949904e-7,0.000001487322,0.00001656895,0.00007093473,0.9032311],"study_design_scores_gemma":[0.007264466,0.003544462,0.001181678,0.01899141,0.004339866,0.1591892,0.0001573574,0.000002466727,0.000001275737,0.00001159943,0.805053,0.0002631923],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004794813,0.9930726,0.00002643053,0.0001051465,0.0003103284,0.001063549,0.00003772552,0.00001262159,0.0005767573],"genre_scores_gemma":[0.004277658,0.994615,0.0003087634,0.0000610832,0.0002530464,0.0001051932,0.0001237323,0.00007156415,0.0001839114],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9029679,"threshold_uncertainty_score":0.9999221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03626713645790417,"score_gpt":0.2974850049020576,"score_spread":0.2612178684441535,"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."}}