{"id":"W2963687945","doi":"10.1182/bloodadvances.2018026591","title":"IgA levels at diagnosis predict for infections, time to treatment, and survival in chronic lymphocytic leukemia","year":2019,"lang":"en","type":"article","venue":"Blood Advances","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba; Research Institute in Oncology and Hematology","funders":"","keywords":"Chronic lymphocytic leukemia; Immunology; Leukemia; Medicine; Internal medicine; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004388972,0.0001965819,0.0001881625,0.0007179587,0.0003665088,0.0005995201,0.000231909,0.000346472,0.001253822],"category_scores_gemma":[0.001517677,0.0001450808,0.0002598005,0.0008318789,0.0002365281,0.0003373495,0.0003058057,0.0004705653,0.0001684755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005000131,"about_ca_system_score_gemma":0.0005081817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01485702,"about_ca_topic_score_gemma":0.01671349,"domain_scores_codex":[0.999795,0.00004532548,0.00002174894,0.00002907713,0.00003710654,0.00007186591],"domain_scores_gemma":[0.9987587,0.0002743171,0.0005159191,0.0000533796,0.0001582061,0.0002394563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002564034,0.000004301267,0.9996443,0.000001115424,0.000004485574,0.00001197856,0.000006802923,0.00001412959,0.00005758282,0.000001522693,0.00001765012,0.0002105109],"study_design_scores_gemma":[0.000002101424,0.00002904052,0.9994851,0.000003432921,0.000009002608,0.0001019135,0.00007396764,0.0001465873,0.00005029044,0.000007092342,0.0000902961,0.000001124485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991205,0.0002796469,0.00004055483,0.00002679979,0.000003460009,0.000002139889,0.0002992755,0.000002416266,0.0002251851],"genre_scores_gemma":[0.9995178,0.00005942346,0.00003274497,0.00001232429,0.000005228878,0.000002030278,0.0002950377,8.845342e-7,0.00007451659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01485702,"threshold_uncertainty_score":0.02954108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179720396848741,"score_gpt":0.3057286261187398,"score_spread":0.2877565864338657,"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."}}