{"id":"W2030358646","doi":"10.1159/000346521","title":"Less Invasive Surfactant Administration in Extremely Preterm Infants: Impact on Mortality and Morbidity","year":2013,"lang":"en","type":"article","venue":"Neonatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Medicine; Retinopathy of prematurity; Gestational age; Intraventricular hemorrhage; Periventricular leukomalacia; Mechanical ventilation; Bronchopulmonary dysplasia; Pediatrics; Surfactant therapy; Continuous positive airway pressure; Intubation; Mortality rate; Anesthesia; Internal medicine; 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":[0.0007851884,0.0001776433,0.0003650806,0.0005268789,0.0001830631,0.0004397922,0.000268853,0.0002516391,0.000312328],"category_scores_gemma":[0.003513072,0.00005793399,0.0002598092,0.000404727,0.0002346449,0.000209002,0.0004255762,0.0003603332,0.00005093989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006550842,"about_ca_system_score_gemma":0.0005260715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111553,"about_ca_topic_score_gemma":0.001457584,"domain_scores_codex":[0.9993123,0.0002550687,0.00009374142,0.00008042604,0.0001874924,0.00007093905],"domain_scores_gemma":[0.9967592,0.0007294117,0.001696373,0.0001037569,0.0002150006,0.0004963007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006264984,0.00004670107,0.9860705,0.00003640682,0.00006978935,0.0003091166,0.0000323687,0.0001104292,0.0007088779,0.00001581133,0.0000737737,0.01189969],"study_design_scores_gemma":[0.00002473552,0.0008856593,0.996242,0.00003190576,0.00007001006,0.001674918,0.00006697617,0.0003471964,0.0004531443,0.00002331107,0.0001761719,0.000004081865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985927,0.00113444,0.00004962682,0.00006642969,0.000004333507,0.000002472084,0.00004599976,0.000002574531,0.0001014972],"genre_scores_gemma":[0.9992663,0.0004269396,0.0001073449,0.0000224909,0.00001642728,0.000004802235,0.000126189,0.000001481962,0.00002797127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001111553,"threshold_uncertainty_score":0.004752994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1190647500684765,"score_gpt":0.420312606211126,"score_spread":0.3012478561426495,"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."}}