{"id":"W2791033441","doi":"10.1002/ajmg.c.31607","title":"Genetic counseling globally: Where are we now?","year":2018,"lang":"en","type":"article","venue":"American Journal of Medical Genetics Part C Seminars in Medical Genetics","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Wellcome Trust","keywords":"Credentialing; Licensure; Certification; Genetic counseling; Specialty; Medicine; Scope of practice; Professional association; Professional development; Government (linguistics); Medical education; Health care; Family medicine; Nursing; Public relations; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002568645,0.0004926173,0.0008189244,0.0002359876,0.000130656,0.00006391537,0.00229921,0.0006935615,0.0008161531],"category_scores_gemma":[0.001015294,0.0004675014,0.0002645128,0.0008288962,0.002778636,0.000006820789,0.0005050163,0.0009666937,0.00004454431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001846067,"about_ca_system_score_gemma":0.002674623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001161975,"about_ca_topic_score_gemma":0.0004403931,"domain_scores_codex":[0.9919052,0.0004874946,0.001796611,0.0007072459,0.004172178,0.0009312573],"domain_scores_gemma":[0.9957752,0.0001863329,0.001011603,0.0008293442,0.0007983931,0.001399093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004881625,0.0007582316,0.06885152,0.0001158676,0.0005038592,0.001066468,0.001125036,0.001505403,0.004532156,0.00001748512,0.2323765,0.6886594],"study_design_scores_gemma":[0.002594888,0.004158298,0.004154017,0.00183128,0.0001658092,0.002293917,0.002410023,0.004533835,0.00638654,0.0002838888,0.9702851,0.0009023843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9083294,0.0589892,0.01531261,0.0139838,0.002711345,0.0002514187,0.00002648885,0.00001774008,0.0003780526],"genre_scores_gemma":[0.6238933,0.3389042,0.02605919,0.005148532,0.005653551,0.00002201177,0.00001361942,0.0001312059,0.000174366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7379087,"threshold_uncertainty_score":0.9999352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01095867406707468,"score_gpt":0.3131963566470926,"score_spread":0.3022376825800179,"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."}}