{"id":"W4210939717","doi":"10.1111/tct.13466","title":"Genetic simulation for high‐stakes conversations","year":2022,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Western University","funders":"University of Toronto","keywords":"Curriculum; Hostility; Medical education; Psychology; Anger; Coaching; Medical genetics; Genetic counseling; Test (biology); Medicine; Clinical psychology; Pedagogy; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004887407,0.0007909709,0.0002666588,0.0003727437,0.0007482411,0.001241848,0.001584955,0.001117769,0.01832191],"category_scores_gemma":[0.02063047,0.0002812811,0.0005599249,0.000178804,0.0007743155,0.0008168073,0.003719565,0.001020528,0.002719776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009523682,"about_ca_system_score_gemma":0.002464612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008972638,"about_ca_topic_score_gemma":0.001469886,"domain_scores_codex":[0.9963762,0.003003198,0.00007616623,0.0001222633,0.0002757481,0.0001463635],"domain_scores_gemma":[0.98958,0.007998695,0.0003691308,0.0006440274,0.0003232208,0.001085003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003482897,0.007377753,0.02726483,0.002750203,0.0001247775,0.004302565,0.02097714,0.07052784,0.02116804,0.02518555,0.05485554,0.7619829],"study_design_scores_gemma":[0.002993488,0.01272746,0.03055404,0.006032108,0.0003282833,0.01011652,0.01276015,0.238713,0.02857108,0.09258465,0.5640764,0.00054292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.444319,0.0017001,0.4420658,0.01005968,0.001189683,0.005091225,0.0007641559,0.006643509,0.08816674],"genre_scores_gemma":[0.7092645,0.0008696145,0.2777941,0.0008137649,0.0001389267,0.003482337,0.000423787,0.0001919534,0.007021034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01832191,"threshold_uncertainty_score":0.06129289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07504142029868091,"score_gpt":0.3883471999839213,"score_spread":0.3133057796852403,"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."}}