{"id":"W4414344394","doi":"10.1158/1538-7755.disp25-b120","title":"Abstract B120: A call for a modernized TNBC/mTNBC clinical trial: Ensuring equity, precision medicine, and survivorship for young Black women","year":2025,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brantford Energy (Canada)","funders":"","keywords":"Breast cancer; Psychosocial; Cancer; Clinical trial; Guideline; Survivorship curve; Incidence (geometry); Black women; Health equity","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":[0.03850821,0.0003567657,0.00200574,0.0007013989,0.0007670183,0.004040984,0.001242949,0.003201719,0.01046489],"category_scores_gemma":[0.06232248,0.0002618815,0.002353517,0.0008977931,0.001194883,0.003590609,0.001304382,0.00582532,0.001349114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002042714,"about_ca_system_score_gemma":0.008312221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001764111,"about_ca_topic_score_gemma":0.004209583,"domain_scores_codex":[0.9850338,0.01154088,0.001111144,0.0004483972,0.001447811,0.0004178326],"domain_scores_gemma":[0.9441372,0.03486076,0.006917141,0.002212388,0.008868857,0.003003718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008701614,0.0005297495,0.00328679,0.04109378,0.002882949,0.0001298704,0.0004918386,0.0004735865,0.001778582,0.0198058,0.2118036,0.7090219],"study_design_scores_gemma":[0.0237165,0.009474424,0.01732798,0.1457245,0.005534961,0.0004327425,0.0008199904,0.001153352,0.00116716,0.03628667,0.7582266,0.0001352056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.01536532,0.542785,0.005005536,0.3933848,0.01266483,0.002972061,0.003238194,0.0002895682,0.02429468],"genre_scores_gemma":[0.2152186,0.3550058,0.0400885,0.3506064,0.02108609,0.007575835,0.003293804,0.0002538949,0.006871082],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03850821,"threshold_uncertainty_score":0.2036533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1640831271145664,"score_gpt":0.4772532315658771,"score_spread":0.3131701044513107,"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."}}