{"id":"W4408905115","doi":"10.1182/blood.2023023717","title":"Reducing clinical trial eligibility barriers for patients with MDS: an icMDS position statement","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; National Heart, Lung, and Blood Institute","keywords":"Clinical trial; Medicine; Population; Intensive care medicine; Family medicine; Internal medicine","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":["metaresearch"],"category_scores_codex":[0.511401,0.001560295,0.002761847,0.006259284,0.005794478,0.01544685,0.007074241,0.02638008,0.003833725],"category_scores_gemma":[0.5257055,0.001863048,0.003887768,0.00803801,0.005990296,0.00743703,0.009748774,0.02766061,0.002290384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01108418,"about_ca_system_score_gemma":0.07774916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005209007,"about_ca_topic_score_gemma":0.01482297,"domain_scores_codex":[0.6650905,0.185631,0.07869076,0.008880364,0.05113383,0.01057362],"domain_scores_gemma":[0.1775816,0.555482,0.1061359,0.036856,0.08579125,0.03815322],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001938629,0.0007531768,0.03091886,0.003431985,0.0006918649,0.0007513539,0.002992876,0.00240536,0.00255215,0.0366657,0.7069679,0.2099302],"study_design_scores_gemma":[0.003656079,0.001966683,0.05377072,0.01510898,0.001342608,0.001585166,0.001325544,0.00829697,0.005738008,0.03784048,0.8685836,0.000785178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01652841,0.009966044,0.02215555,0.9190989,0.0123539,0.00448988,0.001884425,0.000399715,0.01312319],"genre_scores_gemma":[0.1048872,0.004191089,0.1792725,0.6705912,0.02094651,0.009896381,0.00287895,0.0004750238,0.006861089],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.488599,"threshold_uncertainty_score":0.6025296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03283801421315664,"score_gpt":0.4116855881444036,"score_spread":0.378847573931247,"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."}}