{"id":"W4313895269","doi":"10.1158/1538-7755.disp22-a082","title":"Abstract A082: Is there value in gynecologic cancer clinical trial participation for Black women?","year":2023,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Clinical trial; Ethnic group; Gynecologic oncology; Family medicine; Gerontology; Demography; Gynecology; Oncology; Internal medicine","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":[0.03261693,0.0001812812,0.0004589479,0.001813677,0.001217896,0.001859778,0.0008041334,0.001235419,0.004841165],"category_scores_gemma":[0.1262589,0.0001897968,0.000817327,0.002580714,0.001217725,0.001441324,0.00134578,0.001084198,0.0003214194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00208515,"about_ca_system_score_gemma":0.00405679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004680371,"about_ca_topic_score_gemma":0.007614166,"domain_scores_codex":[0.9735808,0.0192699,0.002546965,0.0009858285,0.002480541,0.001135937],"domain_scores_gemma":[0.8847232,0.05510668,0.0469806,0.002816679,0.005423971,0.004948786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002901794,0.0003177631,0.9005011,0.001371195,0.0006401718,0.0001740269,0.004003967,0.0002002925,0.0004119673,0.002704681,0.01132517,0.07544781],"study_design_scores_gemma":[0.0003660617,0.0005951894,0.9711482,0.001966345,0.0006341788,0.0002672281,0.00485452,0.0009592248,0.0004282247,0.002728809,0.0160099,0.00004212442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9523049,0.003372681,0.001035258,0.02992837,0.0002367405,0.0006870621,0.004194969,0.00001586725,0.008224206],"genre_scores_gemma":[0.9925582,0.0006789103,0.001314864,0.003309344,0.0002464076,0.0007421187,0.0006401018,0.0000103488,0.0004996713],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03261693,"threshold_uncertainty_score":0.1724969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7339798151309204,"score_gpt":0.6808805820436581,"score_spread":0.05309923308726228,"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."}}