{"id":"W4403622166","doi":"10.58931/cht.2024.3252","title":"Therapy for Myelodysplastic Syndromes Beyond the Front Line in 2024 in Canada","year":2024,"lang":"en","type":"article","venue":"Canadian Hematology Today","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Sunnybrook Research Institute; Leukemia and Lymphoma Society of Canada","keywords":"Front line; Myelodysplastic syndromes; Medicine; History; Internal medicine; Archaeology","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":[0.0007115317,0.0003004788,0.0003748004,0.0008184295,0.001199382,0.001191902,0.0007590143,0.0006845588,0.01248796],"category_scores_gemma":[0.001378554,0.0001462366,0.0004754461,0.001604771,0.0003865092,0.0003919246,0.0005762453,0.001416401,0.00118459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02591161,"about_ca_system_score_gemma":0.08620136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9100958,"about_ca_topic_score_gemma":0.9712414,"domain_scores_codex":[0.9995356,0.00004578878,0.00003396573,0.00003458514,0.0002112814,0.0001388423],"domain_scores_gemma":[0.9986903,0.00006273499,0.00009774794,0.00001317511,0.000642409,0.0004936546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008305878,0.0001513013,0.01067479,0.003133193,0.0001597252,0.001645489,0.0004470077,0.0009468669,0.0029706,0.014487,0.3906224,0.573931],"study_design_scores_gemma":[0.0002772681,0.0001592761,0.02100178,0.002260876,0.0001543268,0.001022266,0.0002571084,0.0002773734,0.0006273938,0.0009637439,0.9729633,0.00003536915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0433624,0.6548511,0.00182,0.1153963,0.005681631,0.0004277538,0.01494442,0.000274805,0.1632416],"genre_scores_gemma":[0.2289228,0.6382701,0.007632174,0.0343937,0.0015224,0.0002262588,0.01534001,0.0001240677,0.0735685],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08990419,"threshold_uncertainty_score":0.1880028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881398111461455,"score_gpt":0.2800930793534141,"score_spread":0.2612790982387996,"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."}}