{"id":"W2035863649","doi":"10.1007/s10897-011-9350-4","title":"Development and Evaluation of a Decision Aid for <i>BRCA</i> Carriers with Breast Cancer","year":2011,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"National Cancer Institute; National Institutes of Health; City of Hope; National Center for Research Resources; Susan G. Komen for the Cure","keywords":"Breast cancer; Medicine; Genetic counseling; Focus group; Ranking (information retrieval); Stakeholder; Decision aids; Surgical oncology; Decision support system; Family medicine; Oncology; Cancer; Gynecology; Internal medicine; Alternative medicine; Public relations; Computer science; Pathology","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":[0.007708533,0.0006877637,0.0003682619,0.0006098638,0.0006005261,0.001760337,0.001486522,0.0008072016,0.004587898],"category_scores_gemma":[0.01612942,0.0002791327,0.0004078275,0.0003295414,0.0004328627,0.0009474732,0.0009960751,0.0005973761,0.0006287915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003858,"about_ca_system_score_gemma":0.002461652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001636707,"about_ca_topic_score_gemma":0.002781561,"domain_scores_codex":[0.9958724,0.00285208,0.0002735544,0.0001830549,0.0006510598,0.0001679045],"domain_scores_gemma":[0.9879602,0.009041721,0.0002791565,0.0003004954,0.001619497,0.000798944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009756919,0.022161,0.03126396,0.003803459,0.000228185,0.002574591,0.01349496,0.02748213,0.05360465,0.005526577,0.01556634,0.8145373],"study_design_scores_gemma":[0.01000613,0.07536093,0.07188271,0.002595681,0.001521557,0.005084958,0.0310834,0.3059332,0.2875564,0.008290634,0.1998477,0.0008367244],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941204,0.000208526,0.03985165,0.001025921,0.0001249733,0.006556578,0.0007614719,0.001022449,0.009244357],"genre_scores_gemma":[0.5355791,0.0003417152,0.4538274,0.0004228313,0.00002940956,0.003095506,0.0007636861,0.0001023223,0.005837991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007708533,"threshold_uncertainty_score":0.04076713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0252984791217645,"score_gpt":0.2914820111241602,"score_spread":0.2661835320023957,"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."}}