{"id":"W2559455083","doi":"10.1182/blood.v112.11.4190.4190","title":"CD38 Expression above 20% Predicts Disease Progression in Chronic Lymphocytic Leukemia and Is a Useful Prognostic Marker Where Cytogenetic and Molecular Markers Are Not Available","year":2008,"lang":"en","type":"article","venue":"Blood","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; St. Paul's Hospital; University of British Columbia Hospital","funders":"","keywords":"CD38; Chronic lymphocytic leukemia; Medicine; Internal medicine; Univariate analysis; Stage (stratigraphy); Oncology; Leukemia; Gastroenterology; Lymphocyte; Disease; Immunology; Multivariate analysis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006064628,0.0001762005,0.0002096753,0.000796503,0.0001842429,0.000341862,0.0001494983,0.0002837432,0.002077233],"category_scores_gemma":[0.001517017,0.0001096775,0.0001594144,0.0005123927,0.0002072879,0.0004293971,0.0003092864,0.0002667562,0.0002713545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512564,"about_ca_system_score_gemma":0.0001310604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006417408,"about_ca_topic_score_gemma":0.001016325,"domain_scores_codex":[0.9997867,0.00006878578,0.00002684896,0.0000257108,0.00005222382,0.00003986099],"domain_scores_gemma":[0.9989742,0.0003416584,0.000452784,0.00003132847,0.00007098854,0.0001290679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003452869,0.00001720992,0.9947132,0.00001825631,0.00001040948,0.0001059189,0.00001902056,0.00005525304,0.001019303,0.00001209025,0.0000856486,0.003598327],"study_design_scores_gemma":[0.00001417485,0.0001923426,0.997269,0.00001687016,0.00001636752,0.0008587559,0.00008024216,0.0005236429,0.0004768228,0.000069061,0.0004796505,0.000002972196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986209,0.000652842,0.0001088058,0.00003647165,0.000003961901,0.000005536632,0.0001312325,0.000002989687,0.0004373388],"genre_scores_gemma":[0.9993612,0.000175022,0.0001189,0.000008883319,0.00000993613,0.000004429576,0.0001815725,8.536362e-7,0.0001392274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002077233,"threshold_uncertainty_score":0.006949008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639218791434852,"score_gpt":0.259159605116991,"score_spread":0.2427674172026425,"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."}}