{"id":"W3091293042","doi":"","title":"Connections to Cognition: Early White Matter Development and Outcomes in Children Born Very Preterm","year":2019,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Cognition; Developmental psychology; White matter; Cognitive development; Psychology; White (mutation); Medicine; Neuroscience; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005364474,0.0001965185,0.0003699641,0.0002175072,0.00003884959,0.00002035604,0.00004525148,0.0001912867,0.0002477607],"category_scores_gemma":[0.000024149,0.0001776642,0.0000417097,0.00009743278,0.00001654137,0.00004828159,0.00002671581,0.0002422557,0.0006639442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000350839,"about_ca_system_score_gemma":0.00006733085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005159353,"about_ca_topic_score_gemma":0.0001300543,"domain_scores_codex":[0.9991561,0.0000177492,0.000191429,0.0003213722,0.0001279268,0.0001854788],"domain_scores_gemma":[0.9996223,0.00003226249,0.00005891915,0.0001517424,0.00004625124,0.00008845469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003395638,0.00007889883,0.9812429,0.000231286,0.0001335588,0.00004218752,0.01341739,2.975793e-7,0.0004977879,0.0000204602,0.0005870947,0.003408593],"study_design_scores_gemma":[0.0008100706,0.0001194498,0.9961731,0.0002354696,0.00006139246,0.00008277402,0.00106361,3.437342e-7,0.000582904,0.00001382693,0.0006586678,0.0001983403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984145,0.0001305972,0.000009891573,0.0009740583,0.0002731162,0.0008051565,0.00001371706,0.00002986815,0.01361853],"genre_scores_gemma":[0.8974577,0.000008107693,0.000505089,0.00119942,0.00004260979,0.00009575152,0.0008263893,0.00003261966,0.09983237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08668742,"threshold_uncertainty_score":0.8533881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046733773094537,"score_gpt":0.2881495535556927,"score_spread":0.2776822158247473,"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."}}