{"id":"W4403663726","doi":"10.1093/fampra/cmae057","title":"Expanding the primary care workforce by integrating genetic counselors in multidisciplinary care teams","year":2024,"lang":"en","type":"article","venue":"Family Practice","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Saskatchewan","funders":"","keywords":"Medicine; Multidisciplinary approach; Workforce; Genetic counseling; Nursing; Scope of practice; Population; Health care; Family medicine; Genetic testing; Distress; Medical genetics; Clinical psychology","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":[0.009710255,0.0006055278,0.0004409275,0.001870763,0.005244876,0.004578663,0.002674148,0.002628795,0.01710418],"category_scores_gemma":[0.02202039,0.0008839277,0.00108114,0.001038526,0.001424667,0.003788589,0.01598657,0.005411551,0.004781522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005084285,"about_ca_system_score_gemma":0.03460086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01343066,"about_ca_topic_score_gemma":0.03453978,"domain_scores_codex":[0.9903129,0.004377458,0.0004742819,0.001120958,0.001799736,0.001914755],"domain_scores_gemma":[0.957472,0.003386628,0.001645781,0.001186386,0.00420608,0.03210324],"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":[0.0001849731,0.003679779,0.06930939,0.0009829543,0.0002300705,0.002583858,0.02056847,0.001298809,0.002240579,0.006191309,0.2830269,0.6097029],"study_design_scores_gemma":[0.001373462,0.002793218,0.0945977,0.006542223,0.0003322101,0.003474818,0.04092664,0.0048287,0.0009510048,0.03155259,0.8123276,0.0002998069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3004928,0.01903159,0.07353336,0.4475557,0.0189888,0.005794897,0.001029164,0.003751827,0.1298218],"genre_scores_gemma":[0.5897604,0.0175323,0.18326,0.1657676,0.009469439,0.004786457,0.001272318,0.0005302323,0.0276213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01710418,"threshold_uncertainty_score":0.05721921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152875206518593,"score_gpt":0.3074405437629655,"score_spread":0.2959117916977796,"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."}}