{"id":"W4360983730","doi":"10.1002/ajh.26920","title":"<i>JAK2</i> unmutated erythrocytosis: 2023 Update on diagnosis and management","year":2023,"lang":"en","type":"article","venue":"American Journal of Hematology","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002002393,0.0001953347,0.0008085257,0.000406402,0.00007430622,0.00001437948,0.00007893472,0.00003897221,0.00009705426],"category_scores_gemma":[0.00005651278,0.000142132,0.0001250727,0.000560548,0.0002248334,0.00004728106,0.00005333625,0.0001810057,0.0002033171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005356046,"about_ca_system_score_gemma":0.00003809245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001119573,"about_ca_topic_score_gemma":0.000006581089,"domain_scores_codex":[0.9986368,0.00009420462,0.0004676513,0.0002303147,0.000263013,0.0003080453],"domain_scores_gemma":[0.9988562,0.000296067,0.000349424,0.0001797005,0.0001032069,0.0002154434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002115167,0.001909045,0.6391939,0.0003845124,0.004791165,0.02041092,0.0007819651,0.00007779375,0.000132112,0.02005344,0.1448949,0.1652551],"study_design_scores_gemma":[0.02392177,0.03781622,0.6200207,0.003878797,0.003963424,0.02733027,0.008607542,0.0002559216,0.0426168,0.003010947,0.2270877,0.001489915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778149,0.0006439571,0.00002936132,0.01999423,0.0001672227,0.0002728303,0.0000093381,0.00003951909,0.001028695],"genre_scores_gemma":[0.9792962,0.01629879,0.001232405,0.002881942,0.00005815392,0.0000864236,0.00001060999,0.0000262472,0.0001092389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1637652,"threshold_uncertainty_score":0.5795975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540266147849994,"score_gpt":0.2949120937207472,"score_spread":0.2795094322422472,"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."}}