{"id":"W4411017159","doi":"10.1200/go-24-00441","title":"Global Access to Multiple Myeloma Therapies","year":2025,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Multiple myeloma; Expanded access; Family medicine; Chimeric antigen receptor; Oncology; Internal medicine; Cancer; Immunotherapy","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":[],"consensus_categories":[],"category_scores_codex":[0.0008952747,0.0001308478,0.0001481786,0.0005772215,0.0002440447,0.0007093837,0.0002437257,0.0002510304,0.01573181],"category_scores_gemma":[0.003331589,0.00005443052,0.0001849755,0.001184449,0.0002792093,0.0009260494,0.001179569,0.0003527628,0.0007166355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004403541,"about_ca_system_score_gemma":0.0008781198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002721396,"about_ca_topic_score_gemma":0.002678939,"domain_scores_codex":[0.9993811,0.0002235182,0.0000600395,0.00007468461,0.0001262211,0.0001345035],"domain_scores_gemma":[0.9976239,0.000516341,0.001075751,0.00008927719,0.0002101117,0.0004845211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001587536,0.0001057297,0.7822877,0.001144359,0.0001326407,0.0003106871,0.00153928,0.0007689751,0.0006510139,0.004321179,0.01803033,0.1905493],"study_design_scores_gemma":[0.00004233397,0.0003464886,0.8532588,0.001177705,0.0001199806,0.001380292,0.003383551,0.000557445,0.0006312284,0.002249503,0.136828,0.00002461931],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8055787,0.02030009,0.001927611,0.03265776,0.000204281,0.0001287725,0.007649712,0.000194029,0.1313591],"genre_scores_gemma":[0.989012,0.005736495,0.0005121173,0.001493964,0.0001465059,0.00003928195,0.0009918279,0.000009210611,0.002058471],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01573181,"threshold_uncertainty_score":0.05262816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04368081239765278,"score_gpt":0.4343898033175966,"score_spread":0.3907089909199438,"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."}}