{"id":"W4384463907","doi":"10.58931/cht.2022.117","title":"Myeloproliferative neoplasms in 2022","year":2022,"lang":"en","type":"article","venue":"Canadian Hematology Today","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Ottawa Hospital","funders":"","keywords":"Polycythemia vera; Essential thrombocythemia; Ruxolitinib; Myelofibrosis; Myeloid leukemia; Medicine; Janus kinase 2; Oncology; Disease; Janus kinase; Internal medicine; Stem cell; Haematopoiesis; Immunology; Myeloproliferative Disorders; Myeloproliferative neoplasm; Myeloid; Cancer research; Bone marrow; Biology; Cytokine; Receptor","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":[0.0001429929,0.0002291531,0.0001569563,0.0005656354,0.0007479132,0.0005112347,0.0001614049,0.0004413568,0.02935905],"category_scores_gemma":[0.0004693844,0.00006234652,0.0001136475,0.0005567834,0.0001784638,0.0002360316,0.0004232605,0.0004474163,0.006033869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008352284,"about_ca_system_score_gemma":0.001667072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00935619,"about_ca_topic_score_gemma":0.01978924,"domain_scores_codex":[0.9998711,0.00001224929,0.000008771504,0.00001195636,0.00004912278,0.00004671428],"domain_scores_gemma":[0.9998525,0.0000132655,0.00001680357,0.000005251472,0.00004306989,0.00006912472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005363848,0.0003324075,0.1022902,0.0006965153,0.00003790951,0.04325863,0.0006243351,0.0002198084,0.01035537,0.01633104,0.224924,0.6003935],"study_design_scores_gemma":[0.00005314994,0.0000941827,0.06845712,0.0003770728,0.00002332264,0.06595727,0.0003059751,0.0001164946,0.001428762,0.001821533,0.8613539,0.0000112505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1524896,0.0692995,0.001884389,0.01246939,0.00344164,0.0005052347,0.004637387,0.0003577488,0.7549152],"genre_scores_gemma":[0.6554714,0.03272657,0.002801712,0.00931311,0.002352548,0.0002105009,0.005668754,0.00006086031,0.2913945],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02935905,"threshold_uncertainty_score":0.09821576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119502008260812,"score_gpt":0.2499592666882276,"score_spread":0.2380090658621464,"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."}}