{"id":"W7073707568","doi":"","title":"Identifying the Common Genetic Basis of Antidepressant Response","year":2022,"lang":"","type":"article","venue":"MPG.PuRe (Max Planck Society)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Structural Genomics Consortium","funders":"Janssen Research and Development; Taipei Veterans General Hospital; Uniwersytet Medyczny im. Karola Marcinkowskiego w Poznaniu; Hôpitaux Universitaires de Genève; Università di Bologna; National Health Research Institutes; University of Toronto; Kansai Medical University; Innovative Research Group Project of the National Natural Science Foundation of China; Lundbeckfonden; H. Lundbeck A/S; National Yang-Ming University; Aarhus Universitetshospital; University of Alberta; QIMR Berghofer Medical Research Institute; Sveučilište u Zagrebu; McGill University; Aarhus Universitet; Campbell Family Mental Health Research Institute; University of Pittsburgh; Dalhousie University; Medicinski Fakultet, Sveučilište u Zagrebu; Massachusetts General Hospital","keywords":"Antidepressant; Heritability; Schizophrenia (object-oriented programming); Major depressive disorder; Single-nucleotide polymorphism; Genetic association; Genetic correlation; Multifactorial Inheritance","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":[0.0009872034,0.0005322651,0.000594735,0.0007835642,0.0003107684,0.0005935678,0.0004399176,0.0005281077,0.002019216],"category_scores_gemma":[0.003149724,0.000217671,0.0009211119,0.0007813259,0.0004351006,0.00018951,0.0005559233,0.0004629011,0.0001938182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002669913,"about_ca_system_score_gemma":0.0003481045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004090682,"about_ca_topic_score_gemma":0.003209075,"domain_scores_codex":[0.9985427,0.0005630485,0.00009706471,0.0005220258,0.000153899,0.0001213821],"domain_scores_gemma":[0.9982539,0.000816887,0.0003723724,0.0003176115,0.0001173322,0.0001218959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005200132,0.00009845832,0.9548107,0.00004832344,0.001509727,0.0008114791,0.0002584731,0.001057185,0.02497645,0.0006547617,0.0003354065,0.01491897],"study_design_scores_gemma":[0.00001913747,0.00007445059,0.9951643,0.000009238644,0.0002988527,0.000386972,0.00005261358,0.002421516,0.0007625739,0.0006202512,0.0001818633,0.000008371714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955445,0.0002898265,0.002893455,0.0001325557,0.000009228021,0.00002288204,0.0005426542,0.00003417109,0.0005307534],"genre_scores_gemma":[0.9986188,0.00006468568,0.0008894855,0.00003045975,0.000007896209,0.00001183647,0.0002662089,0.00000800451,0.0001026047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004090682,"threshold_uncertainty_score":0.008133709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02668702058605241,"score_gpt":0.2768875382563799,"score_spread":0.2502005176703275,"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."}}