{"id":"W2160932375","doi":"10.3109/10428194.2014.927457","title":"Shelf-life extension of azacitidine: waste and cost reduction in the treatment of myelodysplastic syndromes","year":2014,"lang":"en","type":"letter","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Azacitidine; Myelodysplastic syndromes; Reduction (mathematics); Medicine; Extension (predicate logic); Oncology; Internal medicine; Computer science; Biology; Genetics","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":[0.002399963,0.0003406386,0.0008195349,0.0004383779,0.001379716,0.001768568,0.0009988672,0.01609011,0.00260166],"category_scores_gemma":[0.01247026,0.0002622263,0.0007300287,0.0005339027,0.001566813,0.002143656,0.0007222759,0.01166008,0.001993933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003126954,"about_ca_system_score_gemma":0.002198354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002236391,"about_ca_topic_score_gemma":0.006992588,"domain_scores_codex":[0.9982517,0.0006144135,0.000271604,0.0001345228,0.0005904954,0.0001372555],"domain_scores_gemma":[0.9956465,0.002444704,0.0005183759,0.0001562618,0.0007862324,0.0004479621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007899467,0.000202918,0.006063962,0.0004031745,0.00006125809,0.0114903,0.0003757957,0.0006179363,0.002860577,0.007995971,0.7341136,0.2350245],"study_design_scores_gemma":[0.0003977178,0.0008256512,0.007088315,0.0008208342,0.0001164987,0.02574417,0.0005992627,0.001311049,0.001833235,0.02420216,0.9369865,0.0000745445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003804234,0.009717582,0.0002404909,0.9776163,0.003976489,0.000009958256,0.00002690073,0.00002580015,0.004582257],"genre_scores_gemma":[0.04438562,0.01702863,0.001342869,0.8725561,0.05683285,0.00004658676,0.00005674365,0.00003149844,0.007719131],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01609011,"threshold_uncertainty_score":0.02268773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02607203243919772,"score_gpt":0.2723905346565159,"score_spread":0.2463185022173181,"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."}}