{"id":"W4390538407","doi":"10.1002/cam4.6905","title":"Effects of socioeconomic status on enrollment in clinical trials for cancer: A systematic review","year":2024,"lang":"en","type":"review","venue":"Cancer Medicine","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Proxy (statistics); Socioeconomic status; Inclusion (mineral); Medicine; MEDLINE; Clinical trial; Systematic review; Scale (ratio); Family medicine; Gerontology; Environmental health; Psychology; Pathology; Geography; Population; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0310485,0.001349464,0.008039852,0.00953706,0.0008573924,0.003689812,0.00206712,0.002108062,0.00457348],"category_scores_gemma":[0.1819225,0.001253822,0.007305676,0.01253197,0.001555525,0.003628071,0.001904418,0.001540702,0.0002821185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005986433,"about_ca_system_score_gemma":0.01563379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007061117,"about_ca_topic_score_gemma":0.02060528,"domain_scores_codex":[0.9623614,0.01918226,0.01131152,0.001434874,0.005077341,0.000632579],"domain_scores_gemma":[0.7675502,0.1982806,0.02380786,0.001838406,0.007420177,0.001102702],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003017633,0.00002059941,0.002425298,0.9541711,0.01492777,0.00007554126,0.0002847753,0.00008762748,0.0000526063,0.0002833318,0.001058605,0.02631091],"study_design_scores_gemma":[0.0004843318,0.0002669528,0.009171918,0.898904,0.08072171,0.0002364473,0.0004281544,0.0001515117,0.0001349166,0.000493382,0.008970442,0.00003618727],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002832297,0.9948499,0.0002250465,0.0005547871,0.0001212909,0.0006066999,0.0003667071,0.00001229715,0.0004309372],"genre_scores_gemma":[0.05648164,0.9390644,0.001402798,0.0007770126,0.0001180471,0.001716072,0.000293675,0.00001139138,0.0001348245],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9689515,"threshold_uncertainty_score":0.1642021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7832547425266968,"score_gpt":0.7478304534500391,"score_spread":0.03542428907665773,"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."}}