{"id":"W4375861477","doi":"10.1093/hmg/ddad074","title":"Gene copy number variation and pediatric mental health/neurodevelopment in a general population","year":2023,"lang":"en","type":"article","venue":"Human Molecular Genetics","topic":"Genomic variations and chromosomal abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; University of Calgary; Ted Rogers Centre for Heart Research; Ontario Genomics; Genome Canada; Hospital for Sick Children","funders":"Medical Research Council; University of Toronto; Canada Foundation for Innovation; Government of Ontario; Canadian Institutes of Health Research; Genome Canada; Sick Kids Foundation; Hospital for Sick Children; Wellcome Trust","keywords":"Copy-number variation; Mental health; Autism spectrum disorder; Autism; Anxiety; Attention deficit hyperactivity disorder; Odds ratio; Population; Cognition; Odds; Psychiatry; Clinical psychology; Biology; Psychology; Gene; Genetics; Medicine; Genome; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001789664,0.0001531685,0.0001299162,0.00009914162,0.0001495476,0.00003797846,0.00009009616,0.000091943,0.00001896104],"category_scores_gemma":[0.000008258776,0.0001799757,0.00003751402,0.0001847023,0.00001687564,0.000003842703,0.0001344734,0.00005957701,0.00001764163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004011538,"about_ca_system_score_gemma":0.00006172855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001164204,"about_ca_topic_score_gemma":0.00006092984,"domain_scores_codex":[0.9988267,0.00008736447,0.0003182864,0.0003383943,0.0001505861,0.0002786054],"domain_scores_gemma":[0.9996039,0.000002528493,0.00009148474,0.0001951394,0.00003127223,0.000075672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000321107,0.0001300902,0.5822056,0.00008974005,0.00005871387,0.00002130309,0.001754058,0.003400403,0.4079894,0.001659411,0.001521353,0.001137797],"study_design_scores_gemma":[0.0006647544,0.0001073612,0.9876506,0.000004458399,0.000009624268,0.00002134108,0.00003929287,0.000342126,0.009399574,0.0005618323,0.0009501182,0.0002489121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986416,0.0003305386,0.0003207561,0.0001741445,0.0001189226,0.0002550651,0.00002682276,0.00002156943,0.0001106527],"genre_scores_gemma":[0.9948471,0.0007061151,0.002601906,0.0002703943,0.0001332208,0.00003151193,0.00108364,0.00003034131,0.0002957371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.405445,"threshold_uncertainty_score":0.7339196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009553564958884164,"score_gpt":0.2572299533861048,"score_spread":0.2476763884272207,"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."}}