{"id":"W3094625493","doi":"10.2196/23596","title":"Direct-to-Consumer Genetic Ancestry Testing in Clinical Encounters: Perspectives From Psychotherapy Cases","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Race, Genetics, and Society","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Human Genome Research Institute; University of California, San Diego; San Diego State University","keywords":"Genetic testing; Psychotherapist; Medicine; Psychology; Psychiatry; Clinical psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000159913,0.0001688831,0.0002467657,0.00001688329,0.0001033711,0.00002290916,0.0001709413,0.0001182119,0.00002311105],"category_scores_gemma":[0.0000463594,0.0001730964,0.00009528612,0.0001254087,0.0001039702,0.000003663668,0.0000386386,0.0001471326,0.00001960954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000463397,"about_ca_system_score_gemma":0.0001883527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002964674,"about_ca_topic_score_gemma":0.0003385666,"domain_scores_codex":[0.9983618,0.0001503095,0.0004040915,0.0006391149,0.0001309764,0.0003137127],"domain_scores_gemma":[0.999291,0.00003964971,0.0001073445,0.0002426848,0.00003016256,0.0002891556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0012225,0.001275015,0.7069765,0.0001317362,0.0001942373,0.00003736328,0.03699363,0.00008261931,0.1090921,0.000009229636,0.04562725,0.09835774],"study_design_scores_gemma":[0.007128529,0.008568003,0.8082739,0.0003344079,0.00001952871,0.00003832129,0.03640337,0.0006115559,0.02084718,0.0001026845,0.1161244,0.001548168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905626,0.00637265,0.00008388355,0.001878993,0.0002205667,0.0004728524,0.0001079419,0.00001979272,0.0002807298],"genre_scores_gemma":[0.9847992,0.002359587,0.004897158,0.007036226,0.0007294766,0.00004134393,0.00004575287,0.00002899907,0.00006223306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1012973,"threshold_uncertainty_score":0.7058668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05475132042184682,"score_gpt":0.3948817949624944,"score_spread":0.3401304745406476,"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."}}