{"id":"W2061937884","doi":"10.5737/1181912x203107110","title":"Risk assessment for hereditary breast cancer: BRCA1 and BRCA2","year":2010,"lang":"en","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Winnipeg Regional Health Authority; CancerCare Manitoba","funders":"Canadian Institutes of Health Research; Canadian Health Services Research Foundation","keywords":"Breast cancer; Medicine; Disease; Cancer; Oncology; Clinical Practice; Internal medicine; Bioinformatics; Family medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003653137,0.0001295592,0.0001438715,0.0001138429,0.0005086141,0.00005780809,0.0001709051,0.0002899437,0.000121285],"category_scores_gemma":[0.0000572227,0.0001357681,0.00005414206,0.00005647469,0.0002599281,0.000008353963,0.00001206758,0.0004847474,0.000001249172],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187699,"about_ca_system_score_gemma":0.007306154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001727139,"about_ca_topic_score_gemma":0.08207679,"domain_scores_codex":[0.9990295,0.00006195676,0.0001889762,0.0002555854,0.00006926242,0.0003947861],"domain_scores_gemma":[0.9989266,0.00002623065,0.0001347348,0.0001746362,0.0002272027,0.0005105916],"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":[0.00009708721,0.00006351473,0.02077089,0.00000863092,0.0002254549,0.00004053804,0.000273637,0.0001047683,0.05203377,0.0001768309,0.2807804,0.6454245],"study_design_scores_gemma":[0.003428553,0.0009312039,0.1950684,0.000110812,0.0002961345,0.01066557,0.0007316917,0.001057296,0.003021371,0.003376944,0.7806976,0.0006144168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459511,0.00361202,0.00433764,0.03294372,0.00882287,0.0003946696,0.0008535216,0.00001193924,0.003072493],"genre_scores_gemma":[0.9812938,0.0005588706,0.01337599,0.001189001,0.003272811,0.00004337277,0.00004354196,0.00003644719,0.0001861511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6448101,"threshold_uncertainty_score":0.9983215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008400028251949944,"score_gpt":0.3208428367582489,"score_spread":0.3124428085062989,"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."}}