{"id":"W2996025285","doi":"10.1182/bloodadvances.2019000647","title":"How should we diagnose and treat blastic plasmacytoid dendritic cell neoplasm patients?","year":2019,"lang":"en","type":"article","venue":"Blood Advances","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"Agence Nationale de la Recherche","keywords":"Internal medicine; Medicine; Vincristine; Immunophenotyping; Cyclophosphamide; Myeloid leukemia; Oncology; Transplantation; Leukemia; Myeloid; Lymphoma; Gastroenterology; Immunology; Chemotherapy; Antigen","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":[0.001022427,0.0004506765,0.001280847,0.001337246,0.001045328,0.0015567,0.000865223,0.002331108,0.001237093],"category_scores_gemma":[0.006184696,0.0002414359,0.0005267981,0.0005979026,0.0006617057,0.002814877,0.0007147129,0.002617955,0.001230835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008524981,"about_ca_system_score_gemma":0.00228941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004110298,"about_ca_topic_score_gemma":0.004988557,"domain_scores_codex":[0.9995019,0.0001406235,0.00009248368,0.00008008216,0.00008903548,0.00009593442],"domain_scores_gemma":[0.9982839,0.0003551784,0.0002418091,0.00005066047,0.0006226506,0.0004457367],"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":[0.0006925142,0.0005012092,0.4184095,0.0009883255,0.0001484175,0.0136391,0.0009209914,0.000986018,0.002832059,0.00135951,0.0953502,0.4641721],"study_design_scores_gemma":[0.00108054,0.002179846,0.4881387,0.009412618,0.001486283,0.1461312,0.0324203,0.0108944,0.005667885,0.04351185,0.2585324,0.0005439461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3880057,0.1843147,0.01832399,0.3797364,0.007828337,0.0007592765,0.00138565,0.0006389403,0.01900706],"genre_scores_gemma":[0.8172037,0.08824334,0.03093802,0.04587006,0.01260036,0.0004826431,0.001710425,0.0001148511,0.00283663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004110298,"threshold_uncertainty_score":0.00817275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112126561000265,"score_gpt":0.2575552602353257,"score_spread":0.2464339946253231,"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."}}