{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01088916,0.0009046984,0.0008642898,0.001867031,0.00731959,0.013689,0.00145483,0.01064862,0.04492796],"category_scores_gemma":[0.01927718,0.0004352439,0.000655626,0.002276821,0.007850004,0.02290935,0.007959216,0.01592209,0.009530624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005842677,"about_ca_system_score_gemma":0.02428212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01625543,"about_ca_topic_score_gemma":0.02333663,"domain_scores_codex":[0.9944773,0.002262414,0.0002359943,0.0005845921,0.00115163,0.001288088],"domain_scores_gemma":[0.9810901,0.004687465,0.0008692277,0.000735426,0.003630291,0.008987448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004630356,0.0001046351,0.002944326,0.0008825947,0.00002058287,0.0005166075,0.002927181,0.0001333774,0.0003298817,0.05221258,0.5691571,0.3707247],"study_design_scores_gemma":[0.0000154938,0.00006127735,0.002541616,0.003110447,0.00002056677,0.0006751459,0.01686959,0.00007783335,0.0001272781,0.03522809,0.9412262,0.00004645958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0006933901,0.03115528,0.0005711392,0.950129,0.007694723,0.00001069725,0.00007210346,0.00009883564,0.009574812],"genre_scores_gemma":[0.0547202,0.2261408,0.007202542,0.6612123,0.01779064,0.0001266975,0.0005844848,0.0003453802,0.0318769],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04492796,"threshold_uncertainty_score":0.150299,"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."}}