{"id":"W2790599005","doi":"10.1002/hsr2.34","title":"Effects of bovine lipid extract surfactant administration in preterm infants treated for respiratory distress syndrome","year":2018,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute; London Health Sciences Centre","funders":"","keywords":"Interquartile range; Medicine; Respiratory distress; Gestational age; Neonatal respiratory distress syndrome; Birth weight; Fraction of inspired oxygen; Gestation; Anesthesia; Surfactant therapy; Pediatrics; Mechanical ventilation; Pregnancy; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00412489,0.0001884862,0.0005693097,0.0005366921,0.0002463366,0.00002541243,0.0001635152,0.0001092454,0.00002013178],"category_scores_gemma":[0.002430648,0.0001615304,0.00006101117,0.001254403,0.0007887636,0.0003318874,0.00005951551,0.0002355727,0.000004123287],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005840661,"about_ca_system_score_gemma":0.006515284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002523387,"about_ca_topic_score_gemma":0.0002067769,"domain_scores_codex":[0.9957608,0.00007847524,0.001267535,0.0007427648,0.001202376,0.0009480476],"domain_scores_gemma":[0.9970241,0.0002645699,0.0006787687,0.0006804699,0.0005397953,0.0008122564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004513182,0.00139596,0.6569089,0.01839882,0.00001961949,0.004606323,0.0005624877,0.000001364166,0.1769294,0.00006454339,0.0002364487,0.1363629],"study_design_scores_gemma":[0.001054212,0.00850336,0.8827146,0.001158463,0.000007581361,0.0007431334,0.00001470634,0.0001852201,0.1020959,0.00002335856,0.003359159,0.0001402406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950383,0.0008227282,0.0000426551,0.0002971033,0.0003335378,0.003212524,0.00001339112,0.0000433712,0.0001963309],"genre_scores_gemma":[0.9988062,0.00006191426,0.0004039619,0.0003837287,0.00008999307,0.0001517773,0.000009844077,0.00002263873,0.00006993325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2258057,"threshold_uncertainty_score":0.9991168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05022404508533008,"score_gpt":0.4214116099623479,"score_spread":0.3711875648770179,"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."}}