{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002020486,0.0001951314,0.0005840368,0.0003427687,0.00002791977,0.000004923928,0.000290353,0.0001239822,0.001038298],"category_scores_gemma":[0.0002864767,0.0001402797,0.00007113373,0.0006188811,0.0002661858,0.0002533173,0.0001318959,0.0004818009,0.00007953835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001396494,"about_ca_system_score_gemma":0.0004803364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009537168,"about_ca_topic_score_gemma":0.0003123002,"domain_scores_codex":[0.9973599,0.00003898441,0.0004035077,0.0003039019,0.001450909,0.0004427613],"domain_scores_gemma":[0.9985014,0.0003967875,0.00009032215,0.0004488443,0.0002632243,0.0002994429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008546372,0.00003484874,0.6115865,0.001791831,0.00001874543,0.0002475446,0.0006353882,0.00001724329,0.00008224978,0.001009851,0.00001006201,0.3837111],"study_design_scores_gemma":[0.0113235,0.003097987,0.3369317,0.001245109,0.00002708145,0.000222214,0.009598332,0.0001955833,0.003832584,0.0002033055,0.6328247,0.0004979464],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9186557,0.06475811,0.00003595427,0.000809794,0.0001890821,0.001007393,0.00005278171,0.00005829761,0.01443286],"genre_scores_gemma":[0.9972504,0.0008012595,0.0005984217,0.0008576479,0.00003447324,0.0000320481,0.00005601068,0.0000336023,0.0003360721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6328146,"threshold_uncertainty_score":0.9998749,"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."}}