{"id":"W4402969573","doi":"10.2196/56048","title":"Exploring Racial Disparities in Awareness and Perceptions of Oncology Clinical Trials: Cross-Sectional Analysis of Baseline Data From the mychoice Study","year":2024,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clinical trial; Medicine; Health literacy; Health care; African american; Health equity; Family medicine; Randomized controlled trial; Cross-sectional study; Gerontology; Internal medicine; Public health; Nursing; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02432871,0.00008740054,0.0008505295,0.0001994498,0.00006064731,0.00003323066,0.0003087194,0.000206186,0.0008584619],"category_scores_gemma":[0.02722974,0.00005758137,0.0001821757,0.0007714473,0.0005924184,0.0001423917,0.0003770378,0.001365266,0.00000234785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009260639,"about_ca_system_score_gemma":0.001024346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009230371,"about_ca_topic_score_gemma":0.06900175,"domain_scores_codex":[0.9957619,0.001431745,0.001500861,0.0005145586,0.0006496292,0.0001413195],"domain_scores_gemma":[0.9312956,0.06745674,0.0001557944,0.000696808,0.0003122172,0.00008287557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008291063,0.0006077985,0.9883196,0.0000974695,0.001172462,0.000009017303,0.001165042,0.00006565051,0.00007377505,0.0001084177,0.0001679412,0.007383771],"study_design_scores_gemma":[0.001211502,0.0002461083,0.9888825,0.0001581675,0.0007678679,2.683758e-7,0.001454662,0.006009724,0.00000425706,0.0002653615,0.000951335,0.00004824506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946129,0.001164581,0.0001588054,0.001744836,0.0006158149,0.0004857967,0.00115777,0.00001216242,0.00004737022],"genre_scores_gemma":[0.9933888,0.004811465,0.00007605515,0.0001110934,0.001044502,0.0002764514,0.0001351073,0.00001101995,0.0001455124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.066025,"threshold_uncertainty_score":0.9973673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9196053094145431,"score_gpt":0.7532084215705789,"score_spread":0.1663968878439642,"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."}}