{"id":"W3165885552","doi":"10.1056/nejmp2101627","title":"A Hidden Opportunity — Medicaid’s Role in Supporting Equitable Access to Clinical Trials","year":2021,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"National Cancer Institute","keywords":"Medicaid; Clinical trial; Business; Actuarial science; Medicine; Economics; Economic growth; Health care","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":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1483721,0.0002049852,0.002360733,0.0004557336,0.00005917848,0.00004631283,0.0006417539,0.0004443847,0.00493007],"category_scores_gemma":[0.5949471,0.0001344554,0.0003114353,0.0007941835,0.0002328538,0.0002042976,0.0004479804,0.004703375,0.00001934984],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001397649,"about_ca_system_score_gemma":0.007493014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002493012,"about_ca_topic_score_gemma":0.0007769679,"domain_scores_codex":[0.987688,0.002580805,0.005616322,0.0004292204,0.00293936,0.0007462592],"domain_scores_gemma":[0.8877152,0.09598601,0.003044597,0.00140181,0.004214393,0.007637991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.003826836,0.0005526264,0.2294918,0.0002498169,0.000332598,0.01060965,0.001269609,0.00000731234,0.002984173,0.0008685598,0.05165838,0.6981486],"study_design_scores_gemma":[0.3085983,0.01572861,0.2023211,0.01725004,0.001560431,0.007499667,0.0062718,0.0002517756,0.003985498,0.1444801,0.2913038,0.0007489078],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.582076,0.002550903,0.00115749,0.3960462,0.002458087,0.0005449571,0.000005129942,0.00002206918,0.01513911],"genre_scores_gemma":[0.9534806,0.004448842,0.003299066,0.01641487,0.01745015,0.000004841435,0.00001296999,0.00004344758,0.004845211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6973997,"threshold_uncertainty_score":0.9981336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7486130924086093,"score_gpt":0.673207734700489,"score_spread":0.07540535770812029,"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."}}