{"id":"W4387933074","doi":"10.1038/s41586-023-06630-3","title":"Normative spatiotemporal fetal brain maturation with satisfactory development at 2 years","year":2023,"lang":"en","type":"article","venue":"Nature","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Medical Research Council; Engineering and Physical Sciences Research Council; Academy of Medical Sciences","keywords":"Fetus; Pregnancy; Cohort; Lateralization of brain function; Normative; Magnetic resonance imaging; Gestation; Medicine; Psychology; Neuroscience; Physiology; Internal medicine; Biology; Radiology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001155646,0.0002242059,0.000210115,0.001505216,0.0002917979,0.0009158668,0.0003631157,0.0002652728,0.001510447],"category_scores_gemma":[0.004972285,0.0001301057,0.000239108,0.001060072,0.0003795861,0.0003763719,0.0005873397,0.0002300044,0.0003786217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005085267,"about_ca_system_score_gemma":0.000400215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006194757,"about_ca_topic_score_gemma":0.005273107,"domain_scores_codex":[0.9993722,0.0001121344,0.00007168701,0.0001882917,0.0002097837,0.00004587334],"domain_scores_gemma":[0.9981623,0.0003893718,0.0004486929,0.0003863531,0.0005265109,0.00008672183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001127791,0.00007082331,0.7418215,0.0002824315,0.0002539124,0.001771071,0.001944901,0.01459823,0.05827113,0.006339171,0.007631176,0.165888],"study_design_scores_gemma":[0.000007179304,0.0001343831,0.9733858,0.00004344204,0.00004008654,0.003147866,0.0002702859,0.004117795,0.009191298,0.001760874,0.00787044,0.0000305865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9451846,0.001085379,0.03035428,0.0001036977,0.0000309751,0.00006993561,0.01627464,0.0005144486,0.006382064],"genre_scores_gemma":[0.9814361,0.0004371313,0.009797934,0.00002926919,0.00001259102,0.0001099062,0.00765776,0.0001274454,0.0003917659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006194757,"threshold_uncertainty_score":0.01231742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009558845564459115,"score_gpt":0.2460059829516271,"score_spread":0.236447137387168,"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."}}