{"id":"W2102596641","doi":"10.1158/1078-0432.ccr-07-1658","title":"Basal-Like Breast Cancer Defined by Five Biomarkers Has Superior Prognostic Value than Triple-Negative Phenotype","year":2008,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1188,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; BC Cancer Agency","funders":"Michael Smith Health Research BC; National Cancer Institute; Sanofi","keywords":"Breast cancer; Triple-negative breast cancer; Oncology; Progesterone receptor; Internal medicine; Medicine; Cytokeratin; Anthracycline; Tissue microarray; Basal (medicine); Biomarker; Estrogen receptor; Cancer; Proportional hazards model; Pathology; Surrogate endpoint; Immunohistochemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009756678,0.0002282693,0.0002990373,0.0003760728,0.000223233,0.0004724487,0.0001656746,0.0002101615,0.001479455],"category_scores_gemma":[0.001613905,0.00009013329,0.0002811728,0.0002715401,0.0002379191,0.0002735169,0.0003425306,0.0002751183,0.0002101458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003302037,"about_ca_system_score_gemma":0.0002432792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000510645,"about_ca_topic_score_gemma":0.0009870416,"domain_scores_codex":[0.9996581,0.00009440412,0.00003597859,0.00007733869,0.00009735179,0.00003679002],"domain_scores_gemma":[0.9990195,0.0002723022,0.000344479,0.00008551864,0.00009778894,0.0001803476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0012579,0.00006124852,0.982199,0.00003815107,0.00009546662,0.00005942918,0.00003733368,0.0003063045,0.007844559,0.00003909668,0.00008664328,0.007974877],"study_design_scores_gemma":[0.00002983465,0.0006392427,0.9901116,0.000018991,0.00011801,0.000624298,0.0001088174,0.002129558,0.005511857,0.0001434314,0.0005517774,0.00001255227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990506,0.000266355,0.0003292914,0.00001970112,0.000003443962,0.000005046539,0.0001086034,0.000005340047,0.0002116683],"genre_scores_gemma":[0.9991956,0.0000632936,0.0003159812,0.000009113056,0.000003653626,0.000004117998,0.0003435386,9.500416e-7,0.00006371092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001479455,"threshold_uncertainty_score":0.005159914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088655616907161,"score_gpt":0.4191382268596101,"score_spread":0.310272665168894,"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."}}