{"id":"W3162944371","doi":"10.1200/edbk_320113","title":"Navigating Myelodysplastic and Myelodysplastic/Myeloproliferative Overlap Syndromes","year":2021,"lang":"en","type":"article","venue":"American Society of Clinical Oncology Educational Book","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Myelodysplastic syndromes; Decitabine; Medicine; Disease; Myeloid leukemia; Oncology; Lenalidomide; Bioinformatics; Internal medicine; DNA methylation; Bone marrow; Multiple myeloma; Gene; Biology; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009160225,0.000236469,0.001291325,0.00002362824,0.0001663447,0.00001555163,0.0001442649,0.0002514533,0.0008542522],"category_scores_gemma":[0.004752134,0.0002185562,0.0004193879,0.0004186539,0.003237399,0.000131958,0.0002066707,0.001424175,0.00006540863],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003776444,"about_ca_system_score_gemma":0.009425227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006521172,"about_ca_topic_score_gemma":0.00000713311,"domain_scores_codex":[0.9968148,0.0003790472,0.001205848,0.0006535678,0.0005275763,0.0004190955],"domain_scores_gemma":[0.9863144,0.01125547,0.0006220054,0.0003313356,0.0009638059,0.0005130226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001305494,0.003150456,0.5246684,0.0005493503,0.002570513,0.0001407595,0.004152211,0.00003235611,0.003066876,0.00410741,0.08127917,0.374977],"study_design_scores_gemma":[0.004669583,0.003452133,0.868932,0.0003926124,0.000484984,0.0009963475,0.01114044,0.001985711,0.0008270613,0.0009964223,0.1056655,0.0004571905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8994073,0.0009016537,0.0003010924,0.09500133,0.0003209191,0.0003393286,0.00002503866,0.00003396966,0.00366935],"genre_scores_gemma":[0.8676537,0.003259427,0.08890975,0.02575384,0.001324156,0.0001071312,0.0001547769,0.00005567767,0.01278157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3745198,"threshold_uncertainty_score":0.9994752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06676709730006641,"score_gpt":0.4675341461533274,"score_spread":0.400767048853261,"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."}}