{"id":"W4295932668","doi":"10.1101/2022.09.12.22279764","title":"Gene copy number variation in pediatric mental illness in a general population","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Genomic variations and chromosomal abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Genomics; Hospital for Sick Children; Public Health Ontario; SickKids Foundation; University of Toronto; University of Calgary; Ted Rogers Centre for Heart Research","funders":"Medical Research Council; Alberta Innovates; Hospital for Sick Children; University of Toronto; Canadian Institutes of Health Research; Genome Canada; Sick Kids Foundation; University of Bristol; Alberta Innovates - Health Solutions; Government of Ontario","keywords":"Copy-number variation; Mental health; Population; Psychiatry; Odds ratio; Odds; Mental illness; Cognition; Clinical psychology; Psychology; Medicine; Genetics; Gene; Biology; Internal medicine; Genome; Environmental health","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":[0.0003994767,0.0001741329,0.0002305467,0.0007346688,0.0001786678,0.0003490075,0.00016178,0.0003101495,0.003239451],"category_scores_gemma":[0.001698019,0.00008235325,0.0001441092,0.0007178157,0.0002160856,0.0001543537,0.0002231764,0.0001718963,0.0002789717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001066747,"about_ca_system_score_gemma":0.0000979082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002082198,"about_ca_topic_score_gemma":0.001323974,"domain_scores_codex":[0.9997935,0.00005131742,0.00001461696,0.00008354247,0.00003996834,0.00001712147],"domain_scores_gemma":[0.9994931,0.0002283487,0.0001459358,0.00004462189,0.00004028231,0.00004765838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001796143,0.00001449619,0.9905887,0.00001796265,0.00007338031,0.0003872192,0.0001665391,0.0001235401,0.002420095,0.00008064372,0.0007316174,0.005216133],"study_design_scores_gemma":[0.00001030124,0.0000600346,0.9974316,0.00000611449,0.00003741752,0.001097108,0.0001190622,0.0001775199,0.0003633948,0.00007484863,0.000619464,0.000003179476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976126,0.0003283572,0.0002067951,0.00007791829,0.000005188965,0.000004004257,0.001382328,0.00001234474,0.0003704076],"genre_scores_gemma":[0.9977909,0.0002578078,0.0003295086,0.00004635969,0.0000188875,0.000007345732,0.001230781,0.000006906055,0.0003113685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003239451,"threshold_uncertainty_score":0.01083708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00836764497216427,"score_gpt":0.2453637571255503,"score_spread":0.236996112153386,"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."}}