{"id":"W1989376436","doi":"10.1016/j.prp.2014.05.011","title":"Primary relapse site pattern in women with triple-negative breast cancer","year":2014,"lang":"en","type":"article","venue":"Pathology - Research and Practice","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Oncology; Medicine; Breast cancer; Internal medicine; Triple-negative breast cancer; Logistic regression; Immunohistochemistry; Cohort; Lymph node; Odds ratio; Triple negative; Cancer; Pathology","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":[0.001383568,0.0001441674,0.0001873132,0.00008689867,0.0001500123,0.00002543217,0.0001031668,0.0001148904,0.00002943363],"category_scores_gemma":[0.0006285787,0.0001024399,0.00001202357,0.0001721317,0.0004006824,0.00002198828,0.0002012482,0.0003268038,0.00001399026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000834251,"about_ca_system_score_gemma":0.0001142591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007087156,"about_ca_topic_score_gemma":0.0009428613,"domain_scores_codex":[0.9977652,0.0009259754,0.0001266777,0.0004837872,0.0001942916,0.0005040105],"domain_scores_gemma":[0.9987581,0.0005612614,0.00006870834,0.0002686371,0.0002307331,0.0001125761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04382261,0.001554767,0.5803497,0.0002373323,0.0006727561,0.0008527627,0.00937242,0.00001432998,0.06165446,0.0001084902,0.004508123,0.2968522],"study_design_scores_gemma":[0.004560583,0.00164715,0.9712787,0.00005581416,0.00002758607,0.0009897385,0.001669867,0.000006442357,0.001588863,0.0003264046,0.01755826,0.0002905474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861576,0.000892134,0.000126665,0.008347333,0.00005794658,0.0002722082,0.0001046794,0.000009074975,0.004032392],"genre_scores_gemma":[0.9950283,0.002499081,0.0003386214,0.001157354,0.0001720858,0.0003823373,0.00002431088,0.00002049379,0.0003774053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.390929,"threshold_uncertainty_score":0.4177379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185483897017523,"score_gpt":0.3408592235959469,"score_spread":0.3190043846257717,"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."}}