{"id":"W2066443904","doi":"10.1016/j.leukres.2009.02.010","title":"Estimating the prevalence of myelodysplastic syndromes in patients with unexplained cytopenias: A retrospective study of 322 bone marrows","year":2009,"lang":"en","type":"article","venue":"Leukemia Research","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Western University; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Myelodysplastic syndromes; Internal medicine; Anemia; Pediatrics; Bone marrow","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":[0.0009623083,0.0004144733,0.0004648035,0.001398973,0.0006456108,0.0008230073,0.0005086763,0.0007564429,0.0009765388],"category_scores_gemma":[0.00410571,0.0007095794,0.0003640224,0.001119008,0.0005847656,0.0007749374,0.0006202981,0.0005437743,0.0003626822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003118032,"about_ca_system_score_gemma":0.0003015378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003538456,"about_ca_topic_score_gemma":0.002704231,"domain_scores_codex":[0.9991967,0.0002349112,0.0001324041,0.0001789051,0.0001568399,0.0001001589],"domain_scores_gemma":[0.9976578,0.0007016402,0.0008606109,0.0002705317,0.0002705516,0.0002388459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000351904,0.00001302046,0.9994496,0.000002279776,0.000007946687,0.00007786154,0.00006045789,0.00000918006,0.0001657484,0.000003903338,0.000007926116,0.0001669817],"study_design_scores_gemma":[0.000004698054,0.0001808939,0.9981219,0.000003557893,0.00002045576,0.0009783586,0.0003754688,0.00008226816,0.0001074245,0.000007142181,0.0001140971,0.000003667788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996234,0.000111072,0.00003592187,0.00000603138,8.589484e-7,0.000005971947,0.00008519707,0.000001227648,0.0001303712],"genre_scores_gemma":[0.9996044,0.0001021151,0.00005095658,0.000014803,0.000003802859,0.000008490277,0.000157237,0.000001317097,0.00005695008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003538456,"threshold_uncertainty_score":0.007035732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.027599261148579,"score_gpt":0.3292965464634623,"score_spread":0.3016972853148834,"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."}}