{"id":"W4413826493","doi":"10.1002/ajh.70042","title":"Real‐World Outcomes of Transplant Ineligible Older Adults With Multiple Myeloma Treated With Novel Regimens: A Population‐Based Retrospective Cohort Study","year":2025,"lang":"en","type":"letter","venue":"American Journal of Hematology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Cancer Institute; National Institutes of Health; Hamilton Health Sciences","keywords":"Multiple myeloma; Retrospective cohort study; Medicine; Cohort; Population; Cohort study; Internal medicine; Oncology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001630338,0.0004380872,0.001027224,0.0008750236,0.0007130981,0.001317043,0.0007301668,0.0008046696,0.002478229],"category_scores_gemma":[0.002920914,0.0004575523,0.001635388,0.001798147,0.0004357354,0.001244357,0.001157986,0.001442593,0.0005798692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007626052,"about_ca_system_score_gemma":0.0006711282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00427698,"about_ca_topic_score_gemma":0.004793485,"domain_scores_codex":[0.9986901,0.0002525711,0.0002431087,0.0004396667,0.0002170931,0.000157622],"domain_scores_gemma":[0.9980589,0.0002181279,0.0008787093,0.0002766266,0.0003018303,0.0002658557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001042491,0.0001604834,0.9936546,0.0001499346,0.0009060982,0.0001420197,0.0002358866,0.00008465605,0.0001757881,0.0001280563,0.0008538725,0.002466186],"study_design_scores_gemma":[0.0002181165,0.0007910373,0.9931834,0.0001304266,0.001184303,0.0007727078,0.0006755752,0.0005740002,0.00006746362,0.0001797668,0.00217782,0.00004542958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918721,0.002503668,0.0004330728,0.000162646,0.00004285455,0.0001446406,0.003789258,0.000009146248,0.001042506],"genre_scores_gemma":[0.994695,0.000833427,0.0002987731,0.0002197634,0.00008786342,0.000134816,0.003526906,0.00001045523,0.000193003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00427698,"threshold_uncertainty_score":0.008622169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137424117323268,"score_gpt":0.290216891827263,"score_spread":0.2788426506540303,"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."}}