{"id":"W4414258301","doi":"10.1101/2025.09.11.675513","title":"Cerebellar growth is associated with domain-specific cerebral maturation and socio-linguistic behavioral outcomes","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Raynor Cerebellum Project; Hector Stiftung; Canada First Research Excellence Fund; Max-Planck-Gesellschaft; Jacobs Foundation; University of Minnesota; McGill University; Studienstiftung des Deutschen Volkes","keywords":"Cerebellum; Cognition; Brain development; Normative; Cerebellar cortex","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":[0.0006022051,0.0003267889,0.0002072941,0.0009670877,0.0001939602,0.0008335515,0.0002264529,0.000228263,0.002283894],"category_scores_gemma":[0.00195098,0.0001134659,0.0003024914,0.0004217841,0.0004047351,0.0002945909,0.0007029129,0.0002851251,0.0002976992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004456489,"about_ca_system_score_gemma":0.0003731078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0140271,"about_ca_topic_score_gemma":0.01558202,"domain_scores_codex":[0.9998251,0.0000288687,0.00001052027,0.00007638994,0.000033901,0.00002533031],"domain_scores_gemma":[0.9990696,0.0002137793,0.0004012868,0.0001244482,0.000107818,0.00008318666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004159283,0.00005737476,0.9256415,0.00007850499,0.0002277795,0.0004237859,0.0008035446,0.007860208,0.02667618,0.001545896,0.001219925,0.03504929],"study_design_scores_gemma":[0.000002499772,0.00003106609,0.9908591,0.00001840352,0.00003065641,0.0002498816,0.0002483533,0.00424163,0.002905533,0.0006116104,0.0007922718,0.000008961294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939854,0.0001130171,0.003204416,0.00004934903,0.00000348517,0.000006066298,0.001502439,0.00007991085,0.001055953],"genre_scores_gemma":[0.9973266,0.00008055326,0.001241666,0.00000560791,0.000001354177,0.00001601873,0.000913371,0.00003380267,0.0003810595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0140271,"threshold_uncertainty_score":0.02789086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820746028801662,"score_gpt":0.2354196096172425,"score_spread":0.2172121493292258,"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."}}