{"id":"W2147728718","doi":"10.1158/1055-9965.epi-05-0070","title":"A Comparison of Bilateral Breast Cancers in <i>BRCA</i> Carriers","year":2005,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; BC Cancer Agency; Coalition for Research in Women's Health; Hôtel-Dieu de Montréal; McGill University","funders":"National Cancer Institute","keywords":"Oncology; Breast cancer; Medicine; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005854186,0.0001974514,0.00024731,0.0011345,0.000218716,0.0003757313,0.0001871393,0.0002940409,0.00206615],"category_scores_gemma":[0.004375728,0.0001618901,0.000232335,0.0004172273,0.0002375338,0.0003268811,0.0004318093,0.0002014737,0.0002023344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002557342,"about_ca_system_score_gemma":0.0002258907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002181337,"about_ca_topic_score_gemma":0.001905586,"domain_scores_codex":[0.9997014,0.00006069754,0.00003326236,0.000076858,0.00006874876,0.00005897411],"domain_scores_gemma":[0.9979326,0.0006423285,0.0008928673,0.0001000444,0.0001338689,0.0002983891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006822706,0.00001758409,0.9950473,0.00001618326,0.00003705621,0.000338331,0.0001101858,0.00004038815,0.0008633469,0.00002333476,0.00004594656,0.002778042],"study_design_scores_gemma":[0.00002130305,0.0003459924,0.9965995,0.00001064622,0.00005092709,0.002127246,0.0002017305,0.0001465212,0.0002557167,0.00003797755,0.0001982835,0.000004252856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996306,0.0001130599,0.00002498483,0.000006566408,0.000001668915,0.000002825324,0.00005413398,0.000001257346,0.0001649304],"genre_scores_gemma":[0.9996878,0.00006523859,0.00003339136,0.000003842481,0.000004040985,0.000003790926,0.0001469168,0.000001539719,0.00005351202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002181337,"threshold_uncertainty_score":0.006911993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03889762416725086,"score_gpt":0.3928196248048078,"score_spread":0.3539220006375569,"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."}}