{"id":"W3211979408","doi":"10.1182/blood-2021-154457","title":"Clinical and Pathological Characteristics of Hypocellular Myelodysplastic Syndrome : A Single-Center Retrospective Study","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Myelodysplastic syndromes; Single Center; Retrospective cohort study; International Prognostic Scoring System; Multivariate analysis; Oncology; Pathology; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006583868,0.0002876708,0.0004888232,0.001124625,0.0005855456,0.0006264932,0.0003399552,0.0004266089,0.00177624],"category_scores_gemma":[0.001333163,0.0004929392,0.0003245998,0.001289928,0.0004157241,0.0006282706,0.0004942616,0.0003339785,0.0003622991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003682376,"about_ca_system_score_gemma":0.0004732434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001812165,"about_ca_topic_score_gemma":0.001952843,"domain_scores_codex":[0.9993623,0.000107149,0.0001087488,0.0002395999,0.000111363,0.00007086877],"domain_scores_gemma":[0.9984404,0.0002620619,0.0006598309,0.0001546128,0.0002021808,0.0002808105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006572901,0.00001837354,0.9990368,0.000006843453,0.00001714004,0.0002579486,0.00004532191,0.00001222311,0.0001524157,0.000006728044,0.00002810145,0.0003522659],"study_design_scores_gemma":[0.00001929953,0.0002318853,0.9952703,0.00001245369,0.00004807445,0.003353774,0.0004080907,0.0001851743,0.0001119369,0.00001947588,0.0003308291,0.000008662719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994691,0.0001607964,0.00005457956,0.000007213559,0.000002074755,0.00001137439,0.000159966,0.000001405918,0.0001335704],"genre_scores_gemma":[0.999483,0.00008282693,0.00005374433,0.00001489258,0.000007806873,0.00001236734,0.0002936114,0.000001192739,0.00005056401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001812165,"threshold_uncertainty_score":0.005942166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03670768081448327,"score_gpt":0.3031005321545125,"score_spread":0.2663928513400292,"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."}}