{"id":"W2769141117","doi":"10.1016/j.jad.2017.11.068","title":"Gene set enrichment analysis and expression pattern exploration implicate an involvement of neurodevelopmental processes in bipolar disorder","year":2017,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi; Centre for Movement Disorders; Dalhousie University; Montreal Neurological Institute and Hospital; University of Toronto; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; McGill University; Douglas Mental Health University Institute","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; National Health and Medical Research Council; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Lundbeckfonden; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Canada Research Chairs; Alfried Krupp von Bohlen und Halbach-Stiftung; World Health Organization; European Commission; Wellcome Trust; Deutsche Forschungsgemeinschaft; Bundesministerium für Bildung und Forschung","keywords":"Bipolar disorder; Psychology; Neuroscience; Neurodevelopmental disorder; Set (abstract data type); Gene; Genetics; Biology; Cognition; Computer science","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":[0.0003163081,0.0002820513,0.0002722117,0.0009074991,0.0005488767,0.0006051851,0.0002179657,0.0002159476,0.00305869],"category_scores_gemma":[0.0005695831,0.0001276845,0.0007661062,0.0008210971,0.000267655,0.0001546763,0.000349418,0.0003801981,0.0002503669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002767834,"about_ca_system_score_gemma":0.0004247044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003603615,"about_ca_topic_score_gemma":0.00645634,"domain_scores_codex":[0.9997621,0.00004829436,0.00002167463,0.00006182936,0.00005294263,0.00005318701],"domain_scores_gemma":[0.9996988,0.0001100533,0.00008398315,0.00002481955,0.00002998875,0.00005239382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00114157,0.0001452947,0.7793339,0.0001856694,0.0009066413,0.001270145,0.0002808554,0.0006744073,0.1869083,0.0008388145,0.001060746,0.0272537],"study_design_scores_gemma":[0.00001390523,0.00007300649,0.9915826,0.00001686451,0.0003053881,0.0007428607,0.0001727904,0.0007958646,0.004996683,0.0004258829,0.000868172,0.00000595979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942982,0.001042655,0.001141555,0.0002598866,0.00002494612,0.00001111853,0.001509485,0.00004096616,0.001671231],"genre_scores_gemma":[0.9967315,0.0003487172,0.001181048,0.00008653857,0.00001421021,0.00001373193,0.0007070209,0.00001239825,0.0009048392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003603615,"threshold_uncertainty_score":0.01023239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530162630153702,"score_gpt":0.2904700261506125,"score_spread":0.2751683998490755,"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."}}