{"id":"W3186429039","doi":"10.1038/s41398-021-01490-9","title":"Effects of eight neuropsychiatric copy number variants on human brain structure","year":2021,"lang":"en","type":"article","venue":"Translational Psychiatry","topic":"Genomic variations and chromosomal abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; Université de Montréal; Mila - Quebec Artificial Intelligence Institute; Centre Hospitalier Universitaire Sainte-Justine","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute of Mental Health; Institut de Valorisation des Données; Medical Research Council; Fondation Roger de Spoelberch; Centre Hospitalier Universitaire Vaudois; National Institutes of Health; Canada First Research Excellence Fund; U.S. Department of Health and Human Services; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Simons Foundation Autism Research Initiative; Simons Foundation; Health and Care Research Wales; Wellcome Trust; Fondation Brain Canada; Fondation Leenaards; Canadian Institute for Advanced Research; Canadian Institutes of Health Research; Compute Canada; National Science Foundation","keywords":"Copy-number variation; Schizophrenia (object-oriented programming); Human brain; Psychology; Psychiatry; Medicine; Neuroscience; Genetics; Biology; Gene; Genome","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":[0.0003412139,0.0004935121,0.0003358099,0.001405554,0.0002706404,0.0004401848,0.0002809271,0.0002877128,0.001918065],"category_scores_gemma":[0.001602007,0.0001648871,0.000408487,0.000640806,0.0005961717,0.0001663161,0.0005011002,0.0002521459,0.0001167413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002798772,"about_ca_system_score_gemma":0.0001642143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002224074,"about_ca_topic_score_gemma":0.003422367,"domain_scores_codex":[0.9993798,0.00008452619,0.00007440483,0.0002939789,0.0001207138,0.00004661858],"domain_scores_gemma":[0.9990371,0.0003777699,0.0003233794,0.0001379806,0.00004622534,0.00007761424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002103768,0.0001322046,0.6300297,0.0001807458,0.001133794,0.003744521,0.0006302093,0.001694071,0.3021978,0.0006109187,0.0002792378,0.05726296],"study_design_scores_gemma":[0.00003411184,0.0001769941,0.9868839,0.00001311276,0.0001646211,0.002661943,0.00005907864,0.001166707,0.008230662,0.0003353065,0.0002585109,0.00001505627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985489,0.0001688473,0.0006782636,0.00002123502,0.000001447811,0.000005786025,0.0003657229,0.00002466255,0.000185157],"genre_scores_gemma":[0.9984329,0.00007712435,0.001030231,0.000008722644,0.000002096449,0.00001066374,0.0003197097,0.00001035279,0.0001080865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002224074,"threshold_uncertainty_score":0.006416619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005705883472842208,"score_gpt":0.247342904272466,"score_spread":0.2416370207996238,"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."}}