{"id":"W1964610064","doi":"10.3747/co.v17i6.598","title":"Re. Multimodality Breast Cancer Screening in Women with a Familial or Genetic Predisposition","year":2010,"lang":"en","type":"article","venue":"Current Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Mammography; Multimodality; Magnetic resonance imaging; Breast cancer; Genetic predisposition; Cancer; Genetic testing; Breast cancer screening; Medical physics; Oncology; Radiology; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002667139,0.0004949615,0.0004032501,0.001043255,0.0009183773,0.001372756,0.0008632956,0.007938219,0.01696512],"category_scores_gemma":[0.0122727,0.0003599981,0.0005129823,0.0004938561,0.001076688,0.001854173,0.0008260589,0.009946415,0.01524561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581124,"about_ca_system_score_gemma":0.00252675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008325371,"about_ca_topic_score_gemma":0.02678903,"domain_scores_codex":[0.9987082,0.000269556,0.0001564988,0.0002192671,0.0004949197,0.0001514624],"domain_scores_gemma":[0.992281,0.002100399,0.0004859557,0.0004402545,0.003424796,0.001267545],"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":[0.00004610341,0.00002963788,0.001273883,0.00007614837,0.00001325827,0.0002860913,0.00006114814,0.00003183389,0.0003814629,0.00111983,0.9267448,0.06993593],"study_design_scores_gemma":[0.00006272618,0.00004047331,0.003760773,0.0005621779,0.00002533973,0.001545121,0.0001394692,0.00009699909,0.0003325685,0.0018086,0.991596,0.00002973298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001189464,0.02269605,0.0007802888,0.8911952,0.04657733,0.0000465377,0.0002614097,0.0002226194,0.03703104],"genre_scores_gemma":[0.02195009,0.02838446,0.002591167,0.7403722,0.1160236,0.0001110563,0.0003463865,0.0001603552,0.09006066],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01696512,"threshold_uncertainty_score":0.05675399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03298322619503333,"score_gpt":0.3624391180845471,"score_spread":0.3294558918895137,"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."}}