{"id":"W2144247813","doi":"10.1158/1078-0432.ccr-08-2132","title":"Triple-Negative Breast Cancer: Distinguishing between Basal and Nonbasal Subtypes","year":2009,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":485,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Breast cancer; Oncology; Medicine; Basal (medicine); Immunohistochemistry; Internal medicine; Progesterone receptor; Estrogen receptor; Cancer; Metastasis; Pathology; Cancer research","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":[0.001123944,0.0002105298,0.0003823178,0.00005915149,0.0003341975,0.00006845011,0.0002889021,0.0002047455,0.00006320781],"category_scores_gemma":[0.0008171642,0.0001794788,0.0001118802,0.0002459966,0.0006078421,0.000009964964,0.0002711477,0.0005142699,0.000008668777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009443064,"about_ca_system_score_gemma":0.0003517287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001855617,"about_ca_topic_score_gemma":0.0008983714,"domain_scores_codex":[0.9974934,0.0003503382,0.0003941077,0.0007609818,0.0004002333,0.0006008823],"domain_scores_gemma":[0.9984778,0.0004163117,0.00009368967,0.0003352384,0.0004094202,0.0002675884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001116139,0.0001431893,0.851155,0.00002795919,0.0002567801,0.00001191277,0.0001247428,0.000002859359,0.0008658174,0.00005760774,0.01195992,0.1342781],"study_design_scores_gemma":[0.001768493,0.0004004258,0.9901189,0.00008187468,0.00004570494,0.000003219386,0.00009134715,0.000008112544,0.002428975,0.0007012198,0.00412737,0.0002243459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830617,0.003639355,0.0000273556,0.01096472,0.0002816027,0.0003641635,0.0004936293,0.00002560327,0.001141844],"genre_scores_gemma":[0.9921142,0.003610769,0.0001472967,0.0004705981,0.00311696,0.00009680333,0.00003653218,0.00002570048,0.0003811087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1389639,"threshold_uncertainty_score":0.7318931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206795912133779,"score_gpt":0.4911984173744459,"score_spread":0.370518826161068,"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."}}