{"id":"W4389229286","doi":"10.1182/blood-2023-189928","title":"CD34+ Megakaryocytes Associate with Myelodysplastic Syndromes and Related Cytogenetic Abnormalities, but Not Other Hematological Disorders","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"CD34; Bone marrow; Haematopoiesis; Myelodysplastic syndromes; Pathology; Myeloid; Megakaryocyte; Stem cell; Myeloproliferative Disorders; Medicine; Biology; Immunology","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":[0.000238951,0.0003402856,0.0001844902,0.001740304,0.0005333979,0.0004269561,0.0003688788,0.000390758,0.003145193],"category_scores_gemma":[0.001414792,0.0001910165,0.0001192111,0.001347577,0.0005676245,0.0001800261,0.0004052221,0.0003670132,0.0003693871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004048109,"about_ca_system_score_gemma":0.0005011759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007287512,"about_ca_topic_score_gemma":0.01663521,"domain_scores_codex":[0.9997286,0.00002502691,0.00003094994,0.00005144846,0.00008418244,0.00007977655],"domain_scores_gemma":[0.9985499,0.0001834634,0.0007576109,0.00005341142,0.0002054751,0.0002500872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004374894,0.000008851434,0.9956062,0.00001208349,0.00001045054,0.001672619,0.00004091691,0.00001439613,0.001257591,0.00001899499,0.0001119713,0.001202087],"study_design_scores_gemma":[0.000005067692,0.00002874218,0.98472,0.000009482017,0.00001629736,0.01401819,0.000136578,0.00005242516,0.0005410732,0.00003123245,0.0004389268,0.000002088474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979844,0.0003700255,0.00007526157,0.00004079541,0.000003094276,0.00001927061,0.000165017,0.000005142336,0.001337007],"genre_scores_gemma":[0.999281,0.000171705,0.0001237245,0.00002009528,0.000007492869,0.000005615309,0.0002140953,0.000001736562,0.0001745012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007287512,"threshold_uncertainty_score":0.01449019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732852624697031,"score_gpt":0.2417342427009273,"score_spread":0.224405716453957,"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."}}