{"id":"W4399766496","doi":"10.1093/jncics/pkae047","title":"Clinical trial recruitment of people who speak languages other than English: a Children’s Oncology Group report","year":2024,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Clinical trial; Internal medicine; Oncology; Clinical Oncology; Family medicine; Cancer","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03665842,0.0003134293,0.0003387276,0.001430766,0.00220439,0.001830953,0.0008715916,0.001943276,0.005251177],"category_scores_gemma":[0.1032006,0.000550668,0.0004389259,0.003063916,0.001669693,0.002485838,0.002807864,0.002206349,0.001034429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004492812,"about_ca_system_score_gemma":0.01992226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01989771,"about_ca_topic_score_gemma":0.02971106,"domain_scores_codex":[0.9733503,0.01256476,0.006684426,0.001195558,0.00449802,0.001706864],"domain_scores_gemma":[0.8339317,0.07826762,0.04739636,0.005591854,0.02013909,0.01467345],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003457431,0.0003337797,0.8276189,0.002076478,0.00008631616,0.0008509101,0.01519132,0.0001585624,0.0006923553,0.0006780169,0.09118296,0.06078464],"study_design_scores_gemma":[0.0003620356,0.001096953,0.8680798,0.002757215,0.0001231139,0.002130059,0.02018246,0.0003538519,0.0009065313,0.0004544111,0.1034593,0.0000943653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8283871,0.008385275,0.002475784,0.1180255,0.0008438932,0.006277484,0.009566403,0.0001518119,0.02588673],"genre_scores_gemma":[0.9158947,0.01280141,0.009825336,0.04370062,0.0006223623,0.008435098,0.004950984,0.0001212302,0.00364835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9633416,"threshold_uncertainty_score":0.1938706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3634914370437853,"score_gpt":0.6041693704706017,"score_spread":0.2406779334268164,"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."}}