{"id":"W2982818586","doi":"10.1093/cercor/bhz241","title":"Polygenic Architecture of Human Neuroanatomical Diversity","year":2020,"lang":"en","type":"article","venue":"Cerebral Cortex","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute on Drug Abuse; National Institute of Mental Health; Biotechnology and Biological Sciences Research Council; Medical Research Council; Institut Pasteur; Siemens Healthineers; McGill University; Université Paris Diderot; Fondation pour la Recherche Médicale; National Institutes of Health; Canada First Research Excellence Fund; Fondation Cognacq-Jay; Agence Nationale de la Recherche; European Commission; Centre National de la Recherche Scientifique; Fondation Orange","keywords":"Diversity (politics); Architecture; Neuroscience; Biology; Evolutionary biology; Psychology; Geography; Sociology; Anthropology","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":[0.001980703,0.0002959718,0.000512277,0.002055797,0.0004606272,0.0008550476,0.0002729053,0.0003824514,0.00219973],"category_scores_gemma":[0.004245055,0.0002502722,0.000760742,0.002776226,0.0006672009,0.000368214,0.000842432,0.0004174904,0.000205448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003137797,"about_ca_system_score_gemma":0.0002541225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006720522,"about_ca_topic_score_gemma":0.009863967,"domain_scores_codex":[0.9978338,0.0008497843,0.0001199272,0.0008516356,0.0001781026,0.0001667698],"domain_scores_gemma":[0.9976962,0.001136004,0.0004662261,0.0004027504,0.000145004,0.0001537964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002497588,0.00001840966,0.9696736,0.00008694691,0.002084302,0.0004726246,0.0006922017,0.002740688,0.00667646,0.001796494,0.0009091331,0.01459926],"study_design_scores_gemma":[0.00001149067,0.00003231316,0.9938055,0.00001982817,0.000183041,0.0003429169,0.00008768319,0.002474925,0.0001800551,0.002281994,0.0005613504,0.00001894624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915292,0.0007429748,0.004630812,0.000184711,0.000009145267,0.00001680812,0.002114322,0.000055185,0.0007167149],"genre_scores_gemma":[0.9978302,0.0001414416,0.001028038,0.00001809574,0.000008119619,0.00001459744,0.0008510399,0.00001286437,0.00009569507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006720522,"threshold_uncertainty_score":0.01336277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834811688445015,"score_gpt":0.2491418649616118,"score_spread":0.2307937480771617,"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."}}