{"id":"W4296843954","doi":"10.1016/j.euroneuro.2022.07.193","title":"ASSESSMENT OF POLYGENIC RISK SCORES OF BOTH ANXIETY AND HEART RATE VARIABILITY IN ANXIETY-RELATED PHENOTYPES","year":2022,"lang":"en","type":"article","venue":"European Neuropsychopharmacology","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Anxiety; Polygenic risk score; Clinical psychology; Psychology; Phenotype; Medicine; Psychiatry; Biology; Genetics; Gene; Genotype","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001178998,0.0004775615,0.0003014139,0.0008122226,0.000197564,0.0005765527,0.0002666268,0.0003782896,0.001410521],"category_scores_gemma":[0.002763451,0.0001368088,0.0006177556,0.0006185448,0.0001630223,0.0002186774,0.0004958875,0.000513789,0.0001336128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308792,"about_ca_system_score_gemma":0.0002660237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247723,"about_ca_topic_score_gemma":0.001949116,"domain_scores_codex":[0.9994279,0.0002817976,0.00003520817,0.0001397456,0.00006916405,0.00004612331],"domain_scores_gemma":[0.9985906,0.0007035009,0.0003586756,0.0001584654,0.00008579383,0.000102875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001461582,0.0002015225,0.9337919,0.00005052781,0.001237964,0.0002378411,0.0001451925,0.00489796,0.01319543,0.0007583092,0.0003125567,0.04370916],"study_design_scores_gemma":[0.00003457651,0.0003456519,0.9718027,0.00001158325,0.0003463626,0.0004997135,0.000057421,0.02444938,0.00121328,0.0009370472,0.0002831611,0.00001908297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929051,0.000181791,0.005705586,0.00007172881,0.000006468825,0.00001201524,0.0004876964,0.00003763247,0.0005920682],"genre_scores_gemma":[0.9976145,0.00005513896,0.001841433,0.00001038548,0.000006458535,0.00001022327,0.0003145574,0.000004864996,0.000142417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001410521,"threshold_uncertainty_score":0.006235182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243062008565509,"score_gpt":0.3088522167667006,"score_spread":0.2964215966810455,"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."}}