{"id":"W1923039113","doi":"10.1111/j.1524-4741.2011.01067.x","title":"Breast Cancer: A Neglected Disease for the Majority of Affected Women Worldwide","year":2011,"lang":"en","type":"article","venue":"The Breast Journal","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"National Cancer Institute; National Institutes of Health; International Breast Cancer Research Foundation; Breast Cancer Research Foundation","keywords":"Breast cancer; Cancer; Medicine; Oncology; Disease; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002575517,0.0001268861,0.0001151602,0.00003176408,0.0002611072,0.0000246705,0.0004625729,0.00003856251,0.0002071185],"category_scores_gemma":[0.00004123589,0.00007310895,0.0001261494,0.0001551116,0.000176864,0.000005361927,0.00007625054,0.0001480258,0.000001915178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009299704,"about_ca_system_score_gemma":0.0004784859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006188747,"about_ca_topic_score_gemma":0.00006958754,"domain_scores_codex":[0.9991221,0.0001046059,0.0002044606,0.0001482924,0.0001403967,0.0002801772],"domain_scores_gemma":[0.9990051,0.0000368761,0.0001923283,0.0003674574,0.0002834071,0.000114836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0190429,0.001218301,0.05661251,0.0002210239,0.004319112,0.0000216563,0.007183197,0.001088434,0.5105779,0.0004754899,0.06093159,0.3383079],"study_design_scores_gemma":[0.00174778,0.000127541,0.9772837,0.00005786561,0.0002681176,0.001684125,0.0005152095,0.0002966015,0.01238274,0.001454997,0.003919884,0.0002614438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989665,0.002686194,0.003334953,0.002620063,0.0006465117,0.0004319389,0.0004615889,0.0000117793,0.0001419243],"genre_scores_gemma":[0.9981007,0.0002333903,0.0002273965,0.0001936947,0.0007151559,0.0001375374,0.000008672562,0.0000234202,0.0003600304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9206712,"threshold_uncertainty_score":0.2981296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352883133024954,"score_gpt":0.2559663633332251,"score_spread":0.2424375320029755,"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."}}