{"id":"W4405038879","doi":"10.1182/blood-2024-206450","title":"Disparities in Phase II and III Clinical Trial Enrollment for Hematologic Malignancies","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Hematologic Neoplasms; Medicine; Hematologic malignancy; Clinical trial; Internal 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":[0.05752,0.00047744,0.001515403,0.007310474,0.0006367365,0.001749853,0.001130272,0.0008486224,0.005131104],"category_scores_gemma":[0.1648272,0.0003577952,0.002265959,0.01618653,0.0008481971,0.00168794,0.001854459,0.0007990523,0.000519948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001970002,"about_ca_system_score_gemma":0.007016813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004095448,"about_ca_topic_score_gemma":0.007757486,"domain_scores_codex":[0.9178181,0.03246758,0.02759019,0.00875697,0.01185284,0.001514204],"domain_scores_gemma":[0.69323,0.1957291,0.09303743,0.007828088,0.00809118,0.002084298],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002407877,0.0001713635,0.7681213,0.03382071,0.003485118,0.0002042255,0.001591151,0.0008625094,0.0005520313,0.004389836,0.02261386,0.16178],"study_design_scores_gemma":[0.000837227,0.0005829445,0.8992126,0.02186684,0.003426339,0.0006799645,0.001216957,0.001172243,0.0009582995,0.006096262,0.06387574,0.00007460522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5338641,0.1401845,0.01292364,0.009000244,0.0004907515,0.01000364,0.272548,0.0002588124,0.02072624],"genre_scores_gemma":[0.8668727,0.0311053,0.01163969,0.006387223,0.0005948921,0.01625371,0.06568195,0.0001019491,0.001362511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.94248,"threshold_uncertainty_score":0.3041985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03085634031207719,"score_gpt":0.3400624680421027,"score_spread":0.3092061277300255,"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."}}