{"id":"W4408511908","doi":"10.1101/2025.03.17.643640","title":"Mapping Brain Growth and Sex Differences Across Prenatal to Postnatal Development","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Birth, Development, and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Brain development; Prenatal development; Psychology; Developmental psychology; Neuroscience; Biology; Pregnancy; Fetus; Genetics","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":[0.0005121054,0.0002260058,0.0001833293,0.0006808433,0.0001200159,0.0002962547,0.0001938304,0.0001589405,0.001445136],"category_scores_gemma":[0.001608579,0.0001267547,0.0002103756,0.0004479611,0.0002320251,0.0001998899,0.0003206377,0.0002216603,0.000212974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253737,"about_ca_system_score_gemma":0.0001752369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003705598,"about_ca_topic_score_gemma":0.003781843,"domain_scores_codex":[0.9998446,0.00004208167,0.000007161239,0.00005893616,0.00002695087,0.00002026539],"domain_scores_gemma":[0.9992859,0.0003044632,0.0001992182,0.00008072475,0.00008268339,0.00004712743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005202311,0.00003592009,0.9040203,0.0001084241,0.0002836825,0.0003570182,0.0004437415,0.003821018,0.03423402,0.0007099083,0.001099277,0.05436642],"study_design_scores_gemma":[0.000002908507,0.00004021692,0.9919862,0.00001899717,0.00003214726,0.0002416004,0.0001505144,0.00252975,0.003552593,0.0004701353,0.0009684602,0.000006364468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911494,0.0004067709,0.003911324,0.00005616022,0.000006192721,0.000005380587,0.00369425,0.00004206498,0.0007284576],"genre_scores_gemma":[0.9934222,0.0003428327,0.003292367,0.00002143855,0.000005965041,0.00002519299,0.002426626,0.0000455714,0.0004177498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003705598,"threshold_uncertainty_score":0.007368028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02063045190186769,"score_gpt":0.2645527467665998,"score_spread":0.2439222948647322,"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."}}