{"id":"W4205102900","doi":"10.1158/1538-7755.disp21-po-099","title":"Abstract PO-099: African American women with breast cancer have unique molecular features and reduced clinical trial enrollment","year":2022,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Institute for Biodiagnostics","funders":"","keywords":"Medicine; Incidence (geometry); Breast cancer; Internal medicine; Etiology; Epidemiology; Clinical trial; Oncology; Cancer; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001692937,0.00009326272,0.0002174155,0.0004677162,0.0005779091,0.0009309318,0.0002788996,0.0003541327,0.01235075],"category_scores_gemma":[0.005823271,0.00007765584,0.0002776545,0.001444081,0.0003129065,0.0005121637,0.0003886312,0.000493877,0.0008649029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004135733,"about_ca_system_score_gemma":0.001211953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001539479,"about_ca_topic_score_gemma":0.002223731,"domain_scores_codex":[0.9991063,0.0003219088,0.00009752063,0.0001623026,0.0001521045,0.0001597841],"domain_scores_gemma":[0.9965411,0.0009500661,0.00165282,0.0001695288,0.0002178552,0.0004686202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003981555,0.0003280601,0.9080818,0.0002868027,0.0001854224,0.0004380419,0.0001834204,0.0002146061,0.003190918,0.001232505,0.01463771,0.06723922],"study_design_scores_gemma":[0.0004125297,0.0005299891,0.9768138,0.0000990296,0.0002347779,0.001104108,0.0003428404,0.0005359477,0.001367494,0.001195951,0.01734754,0.00001597353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968073,0.001945843,0.0007547607,0.005465875,0.0001401245,0.0001479558,0.006645423,0.00007861547,0.01674841],"genre_scores_gemma":[0.9951344,0.000324278,0.0005028943,0.001129478,0.0001268331,0.0001101548,0.001522325,0.00001867125,0.001130904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01235075,"threshold_uncertainty_score":0.04131746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03034215387383167,"score_gpt":0.3700029149408202,"score_spread":0.3396607610669886,"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."}}