{"id":"W3048875385","doi":"10.1038/s41372-020-00779-9","title":"Characteristics and outcomes of preterm neonates according to number of doses of surfactant received","year":2020,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; University of Manitoba; Ottawa Hospital; Children's Hospital of Eastern Ontario; Centre Hospitalier Universitaire Sainte-Justine; McMaster Children's Hospital; Sinai Health System; McGill University Health Centre; Sunnybrook Health Science Centre; Health Sciences Centre; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Government of Canada","keywords":"Medicine; Neonatology; Pulmonary surfactant; Gestational age; Obstetrics; Pediatrics; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003368598,0.0001009418,0.0009617701,0.0001371847,0.00001524969,0.000002618337,0.0001366869,0.00008648667,0.0001119981],"category_scores_gemma":[0.002418189,0.0000773073,0.00009086592,0.0001541943,0.0001460257,0.00005975916,0.0000959469,0.0002794143,0.000001717065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002830114,"about_ca_system_score_gemma":0.0002552485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001581531,"about_ca_topic_score_gemma":0.00000136887,"domain_scores_codex":[0.9984338,0.00008971786,0.0008591556,0.0001084453,0.0003262029,0.0001826744],"domain_scores_gemma":[0.9980269,0.0004302223,0.0005879691,0.0001154865,0.0005617848,0.0002776453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002370846,0.00006960014,0.8984665,0.002115762,0.0001183368,0.0001853296,0.0008450931,6.677904e-7,0.07130012,0.0001104964,0.00001647205,0.0244008],"study_design_scores_gemma":[0.002363072,0.002910462,0.8988593,0.0004043999,0.00008572916,0.0005909604,0.0008035984,0.00005318414,0.08375537,0.00005927762,0.0100062,0.0001085163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964451,0.0006179635,0.00002034099,0.0025655,0.00009694818,0.0001529989,0.00001956636,0.000002693715,0.00007887754],"genre_scores_gemma":[0.9977466,0.0004950693,0.001401394,0.000299528,0.00002892311,0.000001029255,4.717226e-7,0.00001292731,0.00001404616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02429228,"threshold_uncertainty_score":0.31525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05378138870533287,"score_gpt":0.3944447466051987,"score_spread":0.3406633578998658,"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."}}