{"id":"W2953593218","doi":"10.1097/anc.0000000000000639","title":"Outcomes of Neonates With Complex Medical Needs","year":2019,"lang":"en","type":"article","venue":"Advances in Neonatal Care","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre","funders":"","keywords":"Medicine; Neonatal intensive care unit; Psychological intervention; Medical diagnosis; Gestational age; Emergency medicine; Retrospective cohort study; Pediatrics; Cohort; Intensive care; MEDLINE; Mechanical ventilation; Intensive care medicine; Pregnancy; Nursing","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":[0.001093554,0.0002584838,0.0003682135,0.0008283254,0.0004325944,0.0006558488,0.0004076238,0.0003725306,0.00105166],"category_scores_gemma":[0.006719265,0.0001513797,0.0003898773,0.0007942534,0.0002974927,0.0005533192,0.0009167211,0.0005731977,0.0001031306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009026207,"about_ca_system_score_gemma":0.0008342643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00281715,"about_ca_topic_score_gemma":0.003158704,"domain_scores_codex":[0.9991094,0.0002179319,0.0001763375,0.0001255628,0.0002222168,0.0001483725],"domain_scores_gemma":[0.9958609,0.0007158739,0.002505075,0.0001107732,0.0003394156,0.0004680952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003492146,0.00001780293,0.9980699,0.00001891789,0.00001507747,0.0003043948,0.00009220702,0.00003028253,0.00005227101,0.00001790347,0.00007741859,0.001268796],"study_design_scores_gemma":[0.000004649541,0.0001520256,0.996505,0.00005192577,0.00001371447,0.002155441,0.0006999549,0.0001294906,0.00008628275,0.00005345587,0.0001423579,0.000005734079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990915,0.000296369,0.00003666804,0.00007350618,0.00000653199,0.00001055563,0.0002531236,0.000001405829,0.0002303387],"genre_scores_gemma":[0.9991098,0.0002781163,0.0001220374,0.00003420479,0.00001304509,0.00001988459,0.0003805401,0.00000114872,0.00004109996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00281715,"threshold_uncertainty_score":0.006549001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01944890990682789,"score_gpt":0.3719694821353191,"score_spread":0.3525205722284912,"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."}}