{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003502524,0.00042113,0.0002467668,0.0007609389,0.0006533082,0.001325864,0.0005425833,0.0006298108,0.002702906],"category_scores_gemma":[0.002331105,0.0002275622,0.0004506129,0.0009386698,0.0004658639,0.0006757138,0.0008456099,0.001123074,0.0003450339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000899836,"about_ca_system_score_gemma":0.001092841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02421961,"about_ca_topic_score_gemma":0.02174452,"domain_scores_codex":[0.9998249,0.00002300933,0.000009100448,0.00004485929,0.00003660219,0.0000615252],"domain_scores_gemma":[0.9991203,0.0001507433,0.0003501795,0.00003785883,0.0001241013,0.0002168638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003862096,0.0003380336,0.9740088,0.0000872513,0.0001768792,0.0009206987,0.002025922,0.0002583152,0.001727193,0.0006902692,0.0008588856,0.01852156],"study_design_scores_gemma":[0.000002465748,0.00006095924,0.9981079,0.00004067109,0.00004090327,0.0002386444,0.0005832337,0.00004103803,0.0002821376,0.0003138717,0.0002828648,0.000005266321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971305,0.0006760475,0.00004951433,0.0002089894,0.00001345969,0.000004464657,0.0003842089,0.000003356625,0.001529538],"genre_scores_gemma":[0.9958302,0.001197514,0.0002179179,0.00005244273,0.0000183365,0.00001961641,0.0004304302,0.000008358307,0.002225163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02421961,"threshold_uncertainty_score":0.04815727,"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."}}