{"id":"W2019458473","doi":"10.1158/1078-0432.ccr-10-1533","title":"Intrinsic Breast Tumor Subtypes, Race, and Long-Term Survival in the Carolina Breast Cancer Study","year":2010,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":435,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Environmental Health Sciences; National Cancer Institute","keywords":"Breast cancer; Medicine; Estrogen receptor; Internal medicine; Oncology; Cancer; Basal (medicine); Population; Estrogen; Breast disease; Gynecology","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":[0.002592045,0.000236893,0.0003926696,0.00008298755,0.0002533175,0.00007108449,0.0005671293,0.0001608199,0.0001185205],"category_scores_gemma":[0.0002070569,0.000163025,0.00009369008,0.0003686209,0.0008164817,0.000009763729,0.0005456788,0.001116682,0.00001289718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005559632,"about_ca_system_score_gemma":0.0004580783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004137085,"about_ca_topic_score_gemma":0.0658988,"domain_scores_codex":[0.9968346,0.0007458346,0.0004317393,0.0008184557,0.0005448412,0.0006244863],"domain_scores_gemma":[0.9982989,0.0003372995,0.00008193286,0.0007209514,0.0003868009,0.000174062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001053825,0.0007201382,0.9695534,0.00002547041,0.0001444866,0.00006145488,0.0001830615,8.319299e-7,0.0006178263,0.00001905237,0.0008182155,0.02680228],"study_design_scores_gemma":[0.00235755,0.0002540698,0.9956328,0.00002641743,0.00004032278,0.00007891283,0.0002976091,0.000001493534,0.00009885001,0.00002457893,0.001006243,0.0001811968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917651,0.001924098,7.096491e-7,0.004573497,0.0005758349,0.000776974,0.0002060087,0.00001039757,0.0001673568],"genre_scores_gemma":[0.9951776,0.00201833,0.000005915253,0.0002346604,0.001774952,0.0005906528,0.00001929932,0.00003455863,0.0001440408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06176171,"threshold_uncertainty_score":0.9511461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0692084032633277,"score_gpt":0.4515455146438874,"score_spread":0.3823371113805597,"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."}}