{"id":"W4283171912","doi":"10.1111/trf.16985","title":"Transfusion thresholds in myelodysplastic syndrome—Helping patients live better","year":2022,"lang":"en","type":"letter","venue":"Transfusion","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Myelodysplastic syndromes; Medicine; Intensive care medicine; Immunology","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":[0.003170495,0.0005589225,0.001285753,0.0009026849,0.003634924,0.003668247,0.001196607,0.03334737,0.006330326],"category_scores_gemma":[0.02750385,0.0005186316,0.0007466026,0.0007299616,0.00241125,0.003281598,0.001362612,0.02671862,0.003837883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004667579,"about_ca_system_score_gemma":0.00518355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006229762,"about_ca_topic_score_gemma":0.009171811,"domain_scores_codex":[0.9967247,0.001525858,0.0005915991,0.0002042365,0.0006274885,0.0003261956],"domain_scores_gemma":[0.9915686,0.004598111,0.0008316105,0.0002148031,0.001234152,0.001552775],"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":[0.00008436725,0.00007568303,0.00205359,0.00006317772,0.0000207769,0.00206705,0.0001607168,0.00008973826,0.0001887963,0.003979249,0.9719952,0.01922162],"study_design_scores_gemma":[0.0004380901,0.000221398,0.004936002,0.0009925474,0.0001021261,0.006425377,0.0007227684,0.0007722745,0.0004558197,0.02715203,0.9576889,0.00009266724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004743443,0.001551884,0.00006354739,0.9834964,0.01081589,0.000005719265,0.00001463855,0.00001308605,0.003564482],"genre_scores_gemma":[0.01069566,0.002891274,0.0003930927,0.9012831,0.07752435,0.00004108382,0.00003226619,0.00002820073,0.007111014],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03334737,"threshold_uncertainty_score":0.03386581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791949147286051,"score_gpt":0.2590376852873063,"score_spread":0.2411181938144458,"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."}}