{"id":"W2921043435","doi":"10.3238/arztebl.2019.0177","title":"Non-Invasive Ventilation in Neonatology","year":2019,"lang":"de","type":"review","venue":"Deutsches Ärzteblatt international","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Bronchopulmonary dysplasia; Continuous positive airway pressure; Neonatology; Randomized controlled trial; Intubation; Respiratory distress; Relative risk; Ventilation (architecture); Mechanical ventilation; Meta-analysis; Intensive care medicine; Confidence interval; Pediatrics; Anesthesia; Gestational age; Internal medicine; Obstructive sleep apnea; 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":[0.006969529,0.0005283336,0.001986625,0.001530803,0.0002702662,0.001194442,0.0008516691,0.001296613,0.003743171],"category_scores_gemma":[0.02393179,0.0002210668,0.001436819,0.001804723,0.0007612812,0.0006746285,0.0009311168,0.001493333,0.0003996628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001095409,"about_ca_system_score_gemma":0.00261643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00117034,"about_ca_topic_score_gemma":0.001178126,"domain_scores_codex":[0.9925947,0.00436417,0.001454822,0.0004274212,0.001053489,0.0001054383],"domain_scores_gemma":[0.9718459,0.0227378,0.003847023,0.0002964761,0.001025436,0.0002474558],"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":[0.0009812156,0.0001325055,0.01265036,0.2786979,0.004146538,0.0006760328,0.0003060168,0.0006748637,0.0006868347,0.008428274,0.02552614,0.6670933],"study_design_scores_gemma":[0.00144864,0.002074781,0.05946481,0.4745395,0.01036254,0.01238922,0.0006466699,0.001182519,0.001496802,0.02525856,0.4109969,0.0001390324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006257808,0.9964551,0.0001673357,0.001542854,0.0004199421,0.00001931786,0.00005495856,0.000003430252,0.0007113275],"genre_scores_gemma":[0.02771694,0.9667681,0.001072239,0.002055171,0.001727912,0.0001818839,0.00017946,0.000008654789,0.0002896847],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006969529,"threshold_uncertainty_score":0.0368588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114553320844001,"score_gpt":0.4351613688574515,"score_spread":0.3237060367730514,"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."}}