{"id":"W3209215326","doi":"10.1097/ypg.0000000000000304","title":"A scoping review and comparison of approaches for measuring genetic heterogeneity in psychiatric disorders","year":2021,"lang":"en","type":"article","venue":"Psychiatric Genetics","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Genetic heterogeneity; Etiology; Genetic variation; Genetic variants; Genetic diversity; Study heterogeneity; Genetic association; Phenotype","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003803505,0.0001973913,0.0005057689,0.00008460113,0.00007761487,0.000009162754,0.0001578571,0.0001805049,0.000003735275],"category_scores_gemma":[0.0001856408,0.0002145827,0.0001501261,0.0003233403,0.00005322417,0.000001830931,0.0001066552,0.00008794395,6.972697e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001122268,"about_ca_system_score_gemma":0.0001701065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008482211,"about_ca_topic_score_gemma":0.000903149,"domain_scores_codex":[0.9981228,0.0001787915,0.0007372996,0.000522111,0.0001072794,0.0003317963],"domain_scores_gemma":[0.9990985,0.00004908908,0.0002876552,0.0003922821,0.00009348835,0.00007900332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001530988,0.0002315059,0.9836928,0.003249522,0.00006595263,1.199525e-7,0.00003934622,0.001823585,0.0006465353,0.00001772352,0.0003791628,0.009838471],"study_design_scores_gemma":[0.002913454,0.0008412052,0.9840087,0.0009301045,0.0006972408,0.00002874775,0.0002694158,0.003297898,0.003273569,0.001339048,0.001428855,0.0009717673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6616259,0.3270262,0.009881959,0.0004149274,0.0001653795,0.000735258,0.00001810987,0.000004810121,0.0001274055],"genre_scores_gemma":[0.9021919,0.04549159,0.05181473,0.0001752697,0.0001017259,0.0001219295,0.00005834927,0.0000273005,0.00001715283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2815346,"threshold_uncertainty_score":0.8750428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06025215090581958,"score_gpt":0.3289139925528927,"score_spread":0.2686618416470731,"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."}}