{"id":"W4210289504","doi":"10.1002/ajh.26481","title":"Chronic neutrophilic leukemia: 2022 update on diagnosis, genomic landscape, prognosis, and management","year":2022,"lang":"en","type":"article","venue":"American Journal of Hematology","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Leukocytosis; Ruxolitinib; Monocytosis; Chronic myelomonocytic leukemia; Immunology; Oncology; Disease; Myelodysplastic syndromes; Cancer research; Bioinformatics; Myelofibrosis; Bone marrow; Internal medicine; Biology","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":[0.0002210371,0.0002178788,0.0007944905,0.000330729,0.0001917611,0.00001369806,0.0001406858,0.00002615101,0.0005344641],"category_scores_gemma":[0.00001388975,0.0001735554,0.0001430863,0.0002646987,0.0001688115,0.00003773547,0.0001517067,0.0004298161,0.0000196726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004506289,"about_ca_system_score_gemma":0.0001915172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001150118,"about_ca_topic_score_gemma":0.0000074183,"domain_scores_codex":[0.9983733,0.0001879354,0.0004968971,0.000294032,0.0003189264,0.0003288744],"domain_scores_gemma":[0.9988884,0.0001527806,0.0004972123,0.0002107988,0.0000564112,0.0001944527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001239661,0.001338335,0.852725,0.0001991889,0.002013195,0.00662249,0.0003336367,0.0003475362,0.0001670008,0.01264718,0.02531442,0.09705239],"study_design_scores_gemma":[0.0173431,0.05276742,0.5822427,0.0004290236,0.002105205,0.04267668,0.002810697,0.0002126408,0.004229535,0.0006509991,0.2936346,0.0008973684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790593,0.00868192,0.000009276753,0.01113952,0.0001831346,0.0004492018,0.00001331141,0.00001490949,0.0004493794],"genre_scores_gemma":[0.9855971,0.01135931,0.0004842846,0.00197789,0.0001423807,0.0003510088,0.00001349451,0.00003014145,0.00004437377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2704822,"threshold_uncertainty_score":0.7077383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00728513728808696,"score_gpt":0.2491969040178528,"score_spread":0.2419117667297658,"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."}}