{"id":"W4414824715","doi":"10.1016/j.euroneuro.2025.08.344","title":"T61. GENOMIC CLUSTERING OF CORTICAL REGIONS CAPTURES COORDINATED BRAIN DEVELOPMENT AND LINKS TO IMPULSIVITY CHANGES IN ADOLESCENCE","year":2025,"lang":"en","type":"article","venue":"European Neuropsychopharmacology","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Neuroimaging; Brain development; Cortex (anatomy); Gyrification; Cerebral cortex; Brain size; Lateralization of brain function; Cognition; Human brain","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":[0.0002419095,0.0002661831,0.0002753765,0.0004164661,0.0004045447,0.0004716525,0.0002957337,0.0005138674,0.01391293],"category_scores_gemma":[0.001163815,0.0001716512,0.0005686092,0.0005241508,0.0003428387,0.000244122,0.0003688782,0.0005157298,0.0007877973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001335332,"about_ca_system_score_gemma":0.0003270254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009139337,"about_ca_topic_score_gemma":0.009566377,"domain_scores_codex":[0.9998193,0.00002343481,0.000009994182,0.00007794415,0.00001599875,0.00005332902],"domain_scores_gemma":[0.9994099,0.0002012539,0.000176269,0.00004146246,0.00005025759,0.0001207808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004601058,0.0003048086,0.6734226,0.0003005404,0.001797616,0.00427315,0.001118239,0.00283344,0.2350293,0.002715705,0.009188212,0.06441526],"study_design_scores_gemma":[0.00003651749,0.0001460537,0.9910197,0.00002565247,0.0001699656,0.001654313,0.0002422111,0.001187424,0.002946948,0.0008763646,0.001679668,0.00001517278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937595,0.0001603425,0.002137383,0.0002678494,0.00003383431,0.000009848711,0.002086874,0.00006580555,0.001478611],"genre_scores_gemma":[0.996664,0.0000615199,0.0006389866,0.00009352277,0.00001650394,0.00001757328,0.000906523,0.00005452399,0.001546857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01391293,"threshold_uncertainty_score":0.04654342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01545322734950937,"score_gpt":0.2874488700790398,"score_spread":0.2719956427295304,"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."}}