{"id":"W2596798571","doi":"10.1136/archdischild-2015-310311","title":"Achievement of saturation targets in preterm infants &lt;32 weeks’ gestational age in the delivery room","year":2017,"lang":"en","type":"article","venue":"Archives of Disease in Childhood Fetal & Neonatal","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"National Health and Medical Research Council","keywords":"Hyperoxia; Fraction of inspired oxygen; Medicine; Gestational age; Anesthesia; Supplemental oxygen; Gestation; Hypoxia (environmental); Oxygen saturation; Pulse oximetry; Heart rate; Pediatrics; Birth weight; Oxygen; Pregnancy; Lung; Internal medicine; Blood pressure; Chemistry; Mechanical ventilation","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":[0.001183448,0.0002054546,0.0003037433,0.000494083,0.0003235158,0.000358389,0.0003210614,0.0003531493,0.0007089782],"category_scores_gemma":[0.004972514,0.0001643457,0.0001685605,0.0003553338,0.0002159047,0.0002441031,0.0003806652,0.0004481129,0.0001991514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004475315,"about_ca_system_score_gemma":0.0004192099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003953067,"about_ca_topic_score_gemma":0.003187158,"domain_scores_codex":[0.9991744,0.0002976294,0.00008202094,0.0001299743,0.0001745846,0.0001412641],"domain_scores_gemma":[0.9969151,0.0007930113,0.00157049,0.00008881716,0.0002533823,0.00037918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003652157,0.00004356977,0.9953884,0.00002669854,0.00001150318,0.0002231539,0.0002680128,0.00005651272,0.0008893225,0.0000159285,0.0000790909,0.002632465],"study_design_scores_gemma":[0.000003729566,0.0005317189,0.9978807,0.000009924835,0.0000104984,0.0005535161,0.0002312126,0.0001566181,0.0004516267,0.00002189489,0.0001443219,0.000004337411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993089,0.0002186652,0.0001385496,0.0000149343,0.000002325852,0.000008971471,0.0001043706,0.000003137729,0.0002000373],"genre_scores_gemma":[0.9994011,0.0001502888,0.0002056522,0.000008540682,0.000004305276,0.00001870617,0.000105497,0.000001464539,0.0001044525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003953067,"threshold_uncertainty_score":0.007860124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004492188929566,"score_gpt":0.3176777424365588,"score_spread":0.2976328205472631,"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."}}