{"id":"W1972241790","doi":"10.1016/j.leukres.2015.01.015","title":"Incidence of chronic lymphocytic leukemia and monoclonal B-cell lymphocytosis in Calgary, Alberta, Canada","year":2015,"lang":"en","type":"article","venue":"Leukemia Research","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Health Research Board; University of Calgary; World Health Organization","keywords":"Lymphocytosis; Incidence (geometry); Chronic lymphocytic leukemia; Medicine; Population; Leukemia; Demography; Immunology; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002817311,0.0004427252,0.0009870145,0.0008428731,0.0001436341,0.00006122386,0.0007609744,0.0004112062,0.000177752],"category_scores_gemma":[0.001943,0.0004171286,0.0001070507,0.001981415,0.0009549423,0.0002435233,0.0009235552,0.001168759,0.00009759385],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.5418146,"about_ca_system_score_gemma":0.5275733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9824125,"about_ca_topic_score_gemma":0.8243361,"domain_scores_codex":[0.9919571,0.000508302,0.001004478,0.001065272,0.003575707,0.001889116],"domain_scores_gemma":[0.9944949,0.001822785,0.0001495172,0.001241917,0.000908022,0.001382856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.03783111,0.001966696,0.1890893,0.02984666,0.001745185,0.04471851,0.02127389,0.05029334,0.1011757,0.00849646,0.4066656,0.1068976],"study_design_scores_gemma":[0.09522716,0.002305085,0.008301003,0.00155067,0.00009749788,0.002293826,0.0017209,0.7822375,0.0868364,0.000558187,0.01777508,0.001096653],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761744,0.004124631,0.00001670565,0.0002434982,0.0001419358,0.001113762,0.00001201271,0.00003151432,0.01814154],"genre_scores_gemma":[0.9894213,0.0007467749,0.0003827219,0.0001774643,0.000221138,0.0001653887,0.00003569788,0.0000934397,0.008756065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7319442,"threshold_uncertainty_score":0.999828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04314567899309261,"score_gpt":0.3243046831569454,"score_spread":0.2811590041638528,"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."}}