{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002163204,0.0002545406,0.0005256879,0.0002173177,0.0000838439,0.00002625539,0.0001036365,0.0001103036,0.0004784407],"category_scores_gemma":[0.0002376842,0.0002133368,0.00009461924,0.0003307878,0.00007978748,0.000193563,0.0001114769,0.0000750431,0.0005057802],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.06935997,"about_ca_system_score_gemma":0.009479973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006190984,"about_ca_topic_score_gemma":0.0007732318,"domain_scores_codex":[0.9982302,0.00004661263,0.0003131943,0.0005763083,0.0002602356,0.0005734813],"domain_scores_gemma":[0.9984623,0.0007607201,0.00006220393,0.0004025778,0.00006345386,0.0002487853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005055532,0.001805246,0.6744683,0.006517509,0.00223312,0.0005125316,0.001876772,0.02188504,0.0637314,0.0005442434,0.003566645,0.2178037],"study_design_scores_gemma":[0.2489316,0.02117828,0.05443568,0.002156751,0.0009714051,0.0009268224,0.0001984604,0.0396419,0.1192719,0.0003609593,0.510343,0.001583265],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894736,0.005826447,0.00001257858,0.0001116999,0.0001376596,0.0021861,0.00008590075,0.00008795175,0.002078062],"genre_scores_gemma":[0.9806787,0.00205574,0.0003210254,0.0001005899,0.000295568,0.001078611,0.00004706329,0.00005842411,0.01536433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6200326,"threshold_uncertainty_score":0.9961354,"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."}}