{"id":"W2100592864","doi":"10.1212/01.wnl.0000437298.43688.b9","title":"Abnormal brain maturation in preterm neonates associated with adverse developmental outcomes","year":2013,"lang":"en","type":"article","venue":"Neurology","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":222,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Canadian Institutes of Health Research; March of Dimes Foundation; National Institutes of Health; Michael Smith Health Research BC; BC Children's Hospital; Hospital for Sick Children","keywords":"Fractional anisotropy; White matter; Bayley Scales of Infant Development; Medicine; Toddler; Pediatrics; Diffusion MRI; Periventricular leukomalacia; Bronchopulmonary dysplasia; Magnetic resonance imaging; Gestational age; Hyperintensity; Corpus callosum; Cohort; Internal medicine; Psychomotor learning; Psychology; Pathology; Cognition; Pregnancy; Biology; Psychiatry; 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":[0.0007120551,0.0003288754,0.0003395469,0.0007092374,0.00025723,0.0003807402,0.0002998118,0.0004738295,0.0006772091],"category_scores_gemma":[0.005150854,0.0001455818,0.0002154291,0.0004798055,0.0003422812,0.0003287356,0.0005093752,0.0005021433,0.0001407259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002969633,"about_ca_system_score_gemma":0.0003371072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001438982,"about_ca_topic_score_gemma":0.001085826,"domain_scores_codex":[0.999566,0.000115995,0.00006421561,0.00008386851,0.0001010505,0.00006880997],"domain_scores_gemma":[0.9978922,0.0003205006,0.001256166,0.00006879381,0.0002150558,0.0002472396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001359004,0.00001274868,0.9960092,0.00001550847,0.00001817351,0.000807427,0.00007723274,0.00004174666,0.0005293468,0.00001341515,0.00004140611,0.002297895],"study_design_scores_gemma":[0.000002639531,0.0001502072,0.9964646,0.00001549944,0.00001009064,0.002834152,0.0001112511,0.00009205379,0.0002150437,0.00002282482,0.0000785661,0.000003100239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993235,0.0004133038,0.00005483647,0.00002548628,0.000003453014,0.000003188166,0.00006828455,0.000002514906,0.0001054026],"genre_scores_gemma":[0.9993352,0.0002934048,0.0001473224,0.00001084284,0.000009485388,0.00000889169,0.0001398924,0.000001264921,0.00005365475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001438982,"threshold_uncertainty_score":0.003765762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00837694811634438,"score_gpt":0.2209080978065966,"score_spread":0.2125311496902522,"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."}}