{"id":"W6889144607","doi":"10.25384/sage.c.5009165.v1","title":"High Rates of Genetic Diagnosis in Psychiatric Patients with and without Neurodevelopmental Disorders: Toward Improved Genetic Diagnosis in Psychiatric Populations","year":2020,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychiatric diagnosis; Genetic testing; Genetic diagnosis; Population; Logistic regression; Psychiatric assessment; Medical diagnosis; Cohort; Genetic counseling","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003329496,0.001019236,0.001439194,0.002788695,0.0001015161,0.0001923224,0.001678017,0.0003801722,0.001645589],"category_scores_gemma":[0.0002759663,0.0009311538,0.0001017774,0.00332165,0.0001600789,0.0004390461,0.0008597358,0.0009771573,0.00006387109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425214,"about_ca_system_score_gemma":0.0003135389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004714258,"about_ca_topic_score_gemma":0.02794478,"domain_scores_codex":[0.9942321,0.0005259142,0.00187853,0.001614603,0.0009397173,0.0008091001],"domain_scores_gemma":[0.9959586,0.0001138372,0.002002725,0.001492273,0.00005920096,0.0003733903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001162416,0.001074059,0.9513964,0.0002642509,0.0001745301,0.00001044158,0.0001640053,0.00005179269,0.000004655737,2.53854e-7,0.02411668,0.02262667],"study_design_scores_gemma":[0.005517153,0.000339819,0.9886419,0.00179153,0.0004478272,0.00000799771,0.0000665439,0.0001950163,0.00000221715,0.0001469355,0.001859589,0.0009835417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7936262,0.1622967,0.0003323265,0.001292897,0.001510879,0.007336055,0.03284355,0.0002300163,0.0005313676],"genre_scores_gemma":[0.7016588,0.1868227,0.1033187,0.0003004482,0.0005538076,0.0008875606,0.003060279,0.003042165,0.0003554608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1029864,"threshold_uncertainty_score":0.9993139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03259142153366403,"score_gpt":0.2934030481338262,"score_spread":0.2608116266001622,"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."}}