{"id":"W3030011803","doi":"10.1002/ppul.24878","title":"Nasal mask vs binasal prongs for nasal continuous positive airway pressure in preterm infants: A systematic review and meta‐analysis","year":2020,"lang":"en","type":"review","venue":"Pediatric Pulmonology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Bronchopulmonary dysplasia; Meta-analysis; Relative risk; Continuous positive airway pressure; Respiratory distress; Confidence interval; Cochrane Library; Randomized controlled trial; Anesthesia; Intubation; Internal medicine; Gestational age; Pregnancy; Obstructive sleep apnea","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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002103785,0.001012113,0.01665988,0.001714553,0.00009517821,0.0000459714,0.0006421639,0.001037407,0.00009782643],"category_scores_gemma":[0.004214926,0.0007389619,0.001971253,0.002711324,0.000167933,0.0001391905,0.0004226545,0.001679135,0.00006533278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002899146,"about_ca_system_score_gemma":0.001991009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007496709,"about_ca_topic_score_gemma":0.0000327925,"domain_scores_codex":[0.991977,0.001722043,0.002676193,0.001629409,0.0006332495,0.001362105],"domain_scores_gemma":[0.9941952,0.002284647,0.001409475,0.0009930391,0.0003687978,0.000748893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0002258592,0.0001085232,0.00005494795,0.952493,0.0386696,0.0004937686,0.00005607935,6.693699e-8,5.759465e-8,0.0000280306,0.0001480929,0.007721968],"study_design_scores_gemma":[0.0009543282,0.00144489,0.00002926623,0.01599501,0.8566138,0.000295675,0.000009992519,0.00003098218,1.794327e-7,0.0000122255,0.1240147,0.0005988819],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007577067,0.9729167,0.0000460784,0.001013455,0.00008307191,0.02489412,0.0008854612,0.00008901913,0.00006447544],"genre_scores_gemma":[0.0000549442,0.9864254,0.0002481595,0.0009976792,0.0002746657,0.01099123,0.0002751891,0.0001443266,0.0005883939],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.936498,"threshold_uncertainty_score":0.9995061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.050478085408238,"score_gpt":0.3865677289962096,"score_spread":0.3360896435879716,"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."}}