{"id":"W3136975637","doi":"10.1038/s41562-021-01082-z","title":"Mapping gene transcription and neurocognition across human neocortex","year":2021,"lang":"en","type":"article","venue":"Nature Human Behaviour","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":235,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mila - Quebec Artificial Intelligence Institute; McGill University; Montreal Neurological Institute and Hospital","funders":"National Institute of Mental Health; National Institute on Aging","keywords":"Neocortex; Neuroscience; Biology; Neurocognitive; Gene expression; Psychology; Gene regulatory network; Cognition; Gene; 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":[0.00008183673,0.00008058235,0.0001368252,0.0004385904,0.000212188,0.0003342009,0.0001693542,0.0001603128,0.001739137],"category_scores_gemma":[0.0002680531,0.0001582078,0.0001483061,0.000317573,0.0004452369,0.0001794845,0.0001875485,0.0002512836,0.0002836623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002446141,"about_ca_system_score_gemma":0.0002483151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006772737,"about_ca_topic_score_gemma":0.0137416,"domain_scores_codex":[0.9999366,0.000006986138,0.000002077001,0.00003027203,0.00001073701,0.00001341427],"domain_scores_gemma":[0.9998642,0.00006458705,0.00001664183,0.00001718293,0.00002115347,0.00001615084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002219651,0.00001127781,0.01003799,0.00005512343,0.00002366838,0.0001606583,0.0003003368,0.0004241989,0.9710636,0.001233179,0.000128545,0.01633952],"study_design_scores_gemma":[0.00005045343,0.0002106055,0.7043317,0.00005607399,0.00006754912,0.001898001,0.001025307,0.004262334,0.2742577,0.00574484,0.008065511,0.0000300125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98874,0.0009192088,0.006672455,0.0001054309,0.00001496339,0.00001222076,0.0004095216,0.00002285187,0.003103329],"genre_scores_gemma":[0.9944547,0.0004877817,0.002517633,0.00006049841,0.000006790233,0.00002360577,0.0002459637,0.00002764241,0.002175526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006772737,"threshold_uncertainty_score":0.0134666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03571961719279003,"score_gpt":0.3043944237976499,"score_spread":0.2686748066048599,"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."}}