{"id":"W6929137828","doi":"10.48448/naqj-rm80","title":"Essential Thrombocythemia to Leukemia Cutis: A Blood-to-Skin Transformation","year":2024,"lang":"en","type":"other","venue":"Underline Science Inc.","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Essential thrombocythemia; Myelofibrosis; Myeloproliferative neoplasm; Bone marrow; Myeloid leukemia; Population; Leukemia; Myeloid; Polycythemia vera","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003266893,0.0003078547,0.0003134513,0.001152263,0.0001750953,0.0001200776,0.0004885638,0.0003733573,0.008512995],"category_scores_gemma":[0.00004910853,0.0002721601,0.0001002251,0.0008408597,0.0003630737,0.000173966,0.0001237454,0.0005027383,0.03575119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002698753,"about_ca_system_score_gemma":0.0003931172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005978133,"about_ca_topic_score_gemma":0.0002299845,"domain_scores_codex":[0.9983318,0.00004475685,0.0003662797,0.0006357984,0.0001371858,0.000484112],"domain_scores_gemma":[0.9993185,0.00001643657,0.0001039026,0.0004088388,0.00008533343,0.00006694723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003292753,0.00004876129,7.288857e-7,0.00004446774,0.0001030279,0.000002702639,0.0008708494,0.00001779639,0.3061061,0.002135795,0.6869828,0.003654084],"study_design_scores_gemma":[0.0003478988,0.0001980384,0.000008641898,0.000260325,0.0001139074,0.00007842439,0.0003466108,0.00004516986,0.1049452,0.00006663861,0.8932664,0.0003227436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002907415,0.001822169,0.01286226,0.001888183,0.02855979,0.001435175,0.00007258631,0.00108092,0.9493715],"genre_scores_gemma":[0.0657131,0.00007121524,0.0004702598,0.001114528,0.0003058728,0.00004964852,0.0002183657,0.0001983565,0.9318587],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2062836,"threshold_uncertainty_score":0.9999731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100477867924708,"score_gpt":0.2707014190101842,"score_spread":0.2606536322177134,"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."}}