{"id":"W2797660527","doi":"10.1159/000487987","title":"Respiratory Management of Extremely Preterm Infants: An International Survey","year":2018,"lang":"en","type":"article","venue":"Neonatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McMaster University; University of Toronto; South Health Campus; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; National Institute for Health and Care Research; Ontario Ministry of Health and Long-Term Care","keywords":"Continuous positive airway pressure; Medicine; Respiratory distress; Gestational age; Pediatrics; Birth weight; Bronchopulmonary dysplasia; Neonatal respiratory distress syndrome; Internal medicine; Anesthesia; Pregnancy; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00175927,0.0001831695,0.0002707898,0.000715942,0.0002144327,0.0004042242,0.0004835989,0.000441627,0.0008152719],"category_scores_gemma":[0.004632624,0.0001944904,0.0003535038,0.001318696,0.0002470138,0.0005922709,0.0009333209,0.0004333654,0.0002008582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005476056,"about_ca_system_score_gemma":0.0004891779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007808592,"about_ca_topic_score_gemma":0.005698346,"domain_scores_codex":[0.998219,0.0005976578,0.0003869536,0.0002617365,0.0003405487,0.0001940477],"domain_scores_gemma":[0.9958759,0.0006635864,0.002256103,0.0001766056,0.0005022471,0.0005255717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002363726,0.00002550232,0.9964026,0.00005438938,0.00002268636,0.0000558849,0.000513782,0.00002752104,0.000093111,0.00001535471,0.0002843729,0.002481198],"study_design_scores_gemma":[0.000001620417,0.00004660809,0.9987587,0.00002949583,0.000005159038,0.0001009553,0.0006911195,0.00004082531,0.00001943363,0.000004545725,0.0002997228,0.000001881481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961844,0.0004551061,0.0001134383,0.0002770057,0.000007401371,0.00003814391,0.001669814,0.000004485961,0.001250238],"genre_scores_gemma":[0.9978101,0.0005921135,0.0001787161,0.0001678607,0.000007413025,0.00006066573,0.001072424,0.000002411258,0.0001084245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007808592,"threshold_uncertainty_score":0.01552629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1168107123135537,"score_gpt":0.4341278254901174,"score_spread":0.3173171131765636,"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."}}