{"id":"W4292478418","doi":"10.3324/haematol.2022.280723","title":"High transferrin saturation predicts inferior clinical outcomes in patients with myelodysplastic syndromes","year":2022,"lang":"en","type":"article","venue":"Haematologica","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Sunnybrook Health Science Centre; Jewish General Hospital; St. Paul's Hospital; Dr. Georges-L.-Dumont University Hospital Centre; Queen Elizabeth II Health Sciences Centre; University of Alberta; Vancouver General Hospital; Princess Margaret Cancer Centre; CancerCare Manitoba; Saskatchewan Cancer Agency; Ottawa Hospital; Health Sciences Centre; McGill University Health Centre; Juravinski Cancer Centre","funders":"Celgene","keywords":"Medicine; Ferritin; Internal medicine; Gastroenterology; Transferrin saturation; Myelodysplastic syndromes; International Prognostic Scoring System; Univariate analysis; Anemia; Serum ferritin; Multivariate analysis; Bone marrow","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004290083,0.0002167577,0.0008150761,0.0002396427,0.0001531955,0.00001785784,0.0002124257,0.000130149,0.0006865666],"category_scores_gemma":[0.000493415,0.0001465481,0.000101826,0.0004359094,0.0001588228,0.00009898425,0.0001467843,0.0008964821,0.00005009224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002663613,"about_ca_system_score_gemma":0.0002759919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007499763,"about_ca_topic_score_gemma":0.00004253136,"domain_scores_codex":[0.9974236,0.0003222651,0.0006200544,0.0004613187,0.0007459719,0.000426799],"domain_scores_gemma":[0.9988146,0.0004606869,0.00009362175,0.0003740761,0.00008568125,0.0001712828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001890919,0.0007466157,0.9941708,0.00005046121,0.00009616479,0.0007321093,0.0001161462,0.0000555191,0.000006324166,0.000521877,0.0005995895,0.001013454],"study_design_scores_gemma":[0.007250883,0.003109949,0.9883155,0.00003957426,0.00005892927,0.0001542567,0.00009326831,0.0001381153,0.00001796366,0.00005726548,0.0005998585,0.0001644546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964498,0.00002127579,0.00006664169,0.001637115,0.000181897,0.001179798,0.00003393687,0.0001235254,0.0003060247],"genre_scores_gemma":[0.997808,0.000013109,0.0008920669,0.0004891814,0.00002010777,0.0002597005,0.0001699099,0.00002796954,0.0003199349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005855337,"threshold_uncertainty_score":0.7517423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02863820880396554,"score_gpt":0.3032478793550697,"score_spread":0.2746096705511041,"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."}}