{"id":"W2751394766","doi":"10.1111/apa.14059","title":"Elective transfers of preterm neonates to regional centres on non‐invasive respiratory support is cost effective and increases tertiary care bed capacity","year":2017,"lang":"en","type":"article","venue":"Acta Paediatrica","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Gestational age; Intensive care; Continuous positive airway pressure; Birth weight; Pediatrics; Low birth weight; Emergency medicine; Tertiary care; Intensive care medicine; Anesthesia; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003171207,0.0003115864,0.0005444729,0.0003898045,0.0003832166,0.00003759823,0.0003264243,0.0002117483,0.00006180756],"category_scores_gemma":[0.002161747,0.0002719949,0.0001511418,0.0001757255,0.0003797824,0.0002045435,0.0001251864,0.000505106,0.00002215936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003373677,"about_ca_system_score_gemma":0.0008595646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009790924,"about_ca_topic_score_gemma":0.0001990612,"domain_scores_codex":[0.9973716,0.0001936995,0.0003670146,0.0006725366,0.0007999531,0.0005952005],"domain_scores_gemma":[0.9964517,0.001282639,0.0001892003,0.0007620373,0.0005242198,0.0007901718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01084378,0.0005578884,0.7170713,0.003823257,0.0003569982,0.0005782004,0.008019484,9.323695e-7,0.04880702,0.00002948381,0.01097558,0.1989361],"study_design_scores_gemma":[0.003445016,0.004634917,0.8606852,0.0002316442,0.000144836,0.00001913732,0.000354268,0.000004232647,0.1200222,0.00002455289,0.01014577,0.0002882723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927106,0.0007762874,0.000002901851,0.001528826,0.00006833934,0.003698151,0.0004429523,0.00003026825,0.0007416583],"genre_scores_gemma":[0.9952811,0.0003052741,0.00007414286,0.003651972,0.0002468213,0.000342014,0.0000223753,0.00004442152,0.0000318547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1986478,"threshold_uncertainty_score":0.9999732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02917163014536472,"score_gpt":0.3311149279339846,"score_spread":0.3019432977886198,"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."}}