{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002808858,0.0002379767,0.0002060255,0.0005553338,0.0004466723,0.0004213107,0.0002578522,0.0003116124,0.001353127],"category_scores_gemma":[0.001319929,0.0001048041,0.0001825157,0.000610617,0.0003962264,0.0001530099,0.00025907,0.0003972913,0.0001919747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007958642,"about_ca_system_score_gemma":0.001220783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05424581,"about_ca_topic_score_gemma":0.05800945,"domain_scores_codex":[0.9998842,0.00001535341,0.00001005097,0.00001818611,0.00003418494,0.00003792042],"domain_scores_gemma":[0.9993838,0.00007695597,0.0002333821,0.00002171193,0.00009365661,0.0001905207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001254536,0.000008637182,0.9986117,0.000003882742,0.000008401861,0.00006963238,0.00002437411,0.00003826819,0.0001498526,0.00001288736,0.00009620281,0.0008506759],"study_design_scores_gemma":[0.000005426324,0.00004151413,0.9992325,0.000005275172,0.00001362421,0.0002282413,0.00008194704,0.0001729374,0.00004077859,0.00003551481,0.0001399092,0.000002255684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989605,0.0002257599,0.00002523403,0.00005996709,0.000003588851,0.000004290081,0.0001846164,0.000003032688,0.0005330835],"genre_scores_gemma":[0.9995321,0.0000703011,0.0000232412,0.00001174071,0.000004989692,0.000001920728,0.0002591236,7.635036e-7,0.00009582283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05424581,"threshold_uncertainty_score":0.1078601,"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."}}