{"id":"W3026045632","doi":"10.1016/j.jpeds.2020.05.039","title":"Mechanical Ventilation Duration, Brainstem Development, and Neurodevelopment in Children Born Preterm: A Prospective Cohort Study","year":2020,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Hospital for Sick Children; B.C. Women's Hospital & Health Centre; SickKids Foundation; BC Children's Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Networks of Centres of Excellence of Canada; Kids Brain Health Network","keywords":"Medicine; White matter; Mechanical ventilation; Prospective cohort study; Pediatrics; Gestational age; Bayley Scales of Infant Development; Cohort; Magnetic resonance imaging; Anesthesia; Internal medicine; Psychomotor learning; Pregnancy; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006795397,0.0005499541,0.0005503343,0.0006626116,0.0008031743,0.0008652408,0.0007678432,0.0009182561,0.001241535],"category_scores_gemma":[0.001849065,0.0007321297,0.000974241,0.001148814,0.000372653,0.0007598468,0.0007595595,0.00126741,0.0002470952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004310324,"about_ca_system_score_gemma":0.0006011801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01319627,"about_ca_topic_score_gemma":0.01097424,"domain_scores_codex":[0.9994535,0.0001032746,0.0000572672,0.0001805285,0.00007674468,0.0001286411],"domain_scores_gemma":[0.998869,0.0001925533,0.0004051241,0.0001819097,0.0001066666,0.0002446936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002447923,0.00009181316,0.9981778,0.000008339031,0.000165811,0.000204802,0.0001095823,0.00002711919,0.0003845879,0.00001779718,0.00006573999,0.0005018982],"study_design_scores_gemma":[0.000009963152,0.0001919116,0.9987437,0.000007389476,0.0000792486,0.0003781323,0.0003577801,0.00007988751,0.00005353322,0.00001675444,0.00007622317,0.000005558884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993523,0.0001512557,0.00003567638,0.00002026948,0.000006074545,0.000004043723,0.0003127764,0.000001743049,0.0001159578],"genre_scores_gemma":[0.9991587,0.0001545144,0.00007032278,0.00002391116,0.000008004616,0.00001332451,0.0003619824,0.000003040351,0.0002063006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01319627,"threshold_uncertainty_score":0.02623892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307315797326837,"score_gpt":0.2416808537550474,"score_spread":0.2286076957817791,"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."}}