{"id":"W2554386859","doi":"10.1136/archdischild-2015-310299","title":"Less invasive surfactant administration versus intubation for surfactant delivery in preterm infants with respiratory distress syndrome: a systematic review and meta-analysis","year":2016,"lang":"en","type":"review","venue":"Archives of Disease in Childhood Fetal & Neonatal","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":347,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Medicine; Bronchopulmonary dysplasia; Respiratory distress; Continuous positive airway pressure; Mechanical ventilation; Randomized controlled trial; Context (archaeology); Intubation; Neonatal intensive care unit; Neonatal respiratory distress syndrome; Intensive care; Relative risk; Gestational age; Pediatrics; Anesthesia; Intensive care medicine; Surgery; Internal medicine; Pregnancy; Confidence interval; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.009010443,0.002354821,0.02204071,0.00589175,0.0006269661,0.003132831,0.001915865,0.002356175,0.003484282],"category_scores_gemma":[0.02399933,0.001268863,0.02981404,0.006468998,0.0007247322,0.001654434,0.001388241,0.001880907,0.0002554678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00245277,"about_ca_system_score_gemma":0.003583938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005217964,"about_ca_topic_score_gemma":0.01232771,"domain_scores_codex":[0.9932436,0.002959669,0.002222111,0.0006134221,0.0007503871,0.0002107917],"domain_scores_gemma":[0.9845985,0.01108869,0.002786906,0.0002898986,0.001014774,0.0002211454],"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":[0.002097056,0.0000386485,0.001430023,0.6472346,0.3354416,0.0001166893,0.00007837118,0.0003190334,0.0002043313,0.0001075614,0.0003802144,0.0125519],"study_design_scores_gemma":[0.0008311459,0.0003204101,0.002075149,0.04720725,0.9473271,0.0001100136,0.00005092522,0.0001488061,0.0001201196,0.0001422691,0.001642065,0.00002483157],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002466225,0.9966812,0.0001869395,0.00009774099,0.00009201569,0.0001859454,0.0001634288,0.00000912463,0.0001174631],"genre_scores_gemma":[0.07083415,0.9257895,0.001099023,0.0006853439,0.0002170568,0.0008534576,0.0003092617,0.00001440683,0.0001978657],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9976452,"threshold_uncertainty_score":0.04765236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07158000492094858,"score_gpt":0.3691853310431699,"score_spread":0.2976053261222213,"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."}}