{"id":"W4206687990","doi":"10.1002/ppul.25827","title":"Predictors of successful trial off continuous positive airway pressure and high flow nasal cannula in preterm infants <30 weeks' gestation: A retrospective study","year":2022,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Work & Health; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Continuous positive airway pressure; Gestational age; Nasal cannula; Anesthesia; Odds ratio; Confidence interval; Gestation; Fraction of inspired oxygen; Birth weight; Necrotizing enterocolitis; Obstetrics; Pediatrics; Cannula; Pregnancy; Surgery; Mechanical ventilation; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008202966,0.000251902,0.0003733124,0.000657837,0.0003599921,0.000398275,0.0003472691,0.0004399624,0.0007874524],"category_scores_gemma":[0.002912098,0.0003522443,0.0005136888,0.0007476805,0.0002484027,0.000400967,0.0003981871,0.0004538779,0.0001816573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002452472,"about_ca_system_score_gemma":0.0005259981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003589222,"about_ca_topic_score_gemma":0.002383754,"domain_scores_codex":[0.9994274,0.0001260759,0.00009857283,0.0001351794,0.0001206579,0.00009212073],"domain_scores_gemma":[0.9979959,0.0004908682,0.0009167023,0.0001569089,0.0001739392,0.0002657461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005067703,0.000009599387,0.9993401,0.000006715027,0.00001386295,0.0001502942,0.00002599347,0.00001221608,0.00006517363,0.000003623477,0.00001433299,0.0003074115],"study_design_scores_gemma":[0.000004251256,0.0002050318,0.9973376,0.00001443035,0.00003390536,0.001838543,0.0002064685,0.0001482381,0.00008567351,0.000008168473,0.000113239,0.00000439088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994135,0.0002899821,0.00006291372,0.000009175728,0.00000208158,0.000007200979,0.0001104394,0.000001754016,0.0001030704],"genre_scores_gemma":[0.9995344,0.0001678384,0.00007774497,0.000007292492,0.000003664679,0.00001248215,0.0001532781,0.000001650131,0.00004165784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003589222,"threshold_uncertainty_score":0.007136643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094485309252637,"score_gpt":0.2979458844751032,"score_spread":0.2870010313825768,"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."}}