{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003131943,0.0002018531,0.0002107233,0.0008247548,0.0002462688,0.0003193022,0.0001688859,0.0002694357,0.001241199],"category_scores_gemma":[0.001404147,0.0001276028,0.0001580245,0.0007260767,0.0002802302,0.0001984383,0.0002104664,0.0002460775,0.0001058797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001499958,"about_ca_system_score_gemma":0.000126713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007296883,"about_ca_topic_score_gemma":0.006205619,"domain_scores_codex":[0.9997577,0.00005659808,0.00001665929,0.00009688152,0.00003993532,0.00003219017],"domain_scores_gemma":[0.999534,0.0001482464,0.0001526044,0.00003837662,0.00005068744,0.00007612592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003598315,0.00001416515,0.9977502,0.00000309848,0.00003424726,0.0001107673,0.00006112691,0.0000402666,0.0005411633,0.00001838236,0.0000463996,0.001344181],"study_design_scores_gemma":[0.000002488451,0.00006679969,0.9990273,0.000001428362,0.00001682635,0.000513208,0.00008475431,0.0001064836,0.00007551083,0.00002088994,0.0000830986,0.000001277023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995634,0.00008306696,0.00007061671,0.00001300707,7.96881e-7,0.000002154718,0.0001504045,0.000002563801,0.0001138928],"genre_scores_gemma":[0.9995236,0.00009943153,0.0001056888,0.00001251692,0.000003935523,0.000003726828,0.000180228,0.00000139415,0.00006939375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007296883,"threshold_uncertainty_score":0.01450884,"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."}}