{"id":"W2095750011","doi":"10.1182/blood-2002-07-2287","title":"Discrimination of polycythemias and thrombocytoses by novel, simple, accurate clonality assays and comparison with PRV-1 expression and BFU-E response to erythropoietin","year":2003,"lang":"en","type":"article","venue":"Blood","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"National Heart, Lung, and Blood Institute","keywords":"Polycythemia vera; Essential thrombocythemia; Erythropoiesis; Thrombocytosis; Biology; Haematopoiesis; Erythropoietin; Myelofibrosis; Immunology; Molecular biology; Bone marrow; Internal medicine; Stem cell; Genetics; Anemia; Medicine; Platelet","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":[0.0002714148,0.0001814253,0.0003878411,0.00005187852,0.00009787834,0.0000273103,0.00002141733,0.00006388656,0.00002032456],"category_scores_gemma":[0.0002376948,0.0001230509,0.00001660381,0.00009093853,0.0001210835,0.00007769128,0.00003504346,0.00007965904,5.633273e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000164107,"about_ca_system_score_gemma":0.00004569982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000415416,"about_ca_topic_score_gemma":0.00003677224,"domain_scores_codex":[0.9989522,0.0001191886,0.0002341554,0.0003229,0.0002138292,0.0001577853],"domain_scores_gemma":[0.9991726,0.000310343,0.0001138751,0.0001607506,0.00007650204,0.0001658789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002136468,0.002304678,0.5666093,0.0001880118,0.0001419724,0.00001314737,0.001983067,0.000001262989,0.4248369,0.0003422619,0.0009246541,0.0005183216],"study_design_scores_gemma":[0.00608096,0.001839843,0.3633812,0.000245691,0.0002423492,0.00008785887,0.0007002078,0.00001105671,0.6264152,0.00003778244,0.0008195334,0.0001383387],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970534,0.001002337,0.0002427884,0.0008361535,0.000009910427,0.0005326472,0.00007550707,0.00001514637,0.0002320663],"genre_scores_gemma":[0.996268,0.0001652763,0.003305712,0.0001002138,0.00001107399,0.00004605794,0.00002768186,0.0000154115,0.00006057222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2032281,"threshold_uncertainty_score":0.501787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02472697073572573,"score_gpt":0.3036710571190307,"score_spread":0.278944086383305,"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."}}