{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004961478,0.0005163131,0.0004355128,0.003641984,0.001967311,0.001464934,0.002281778,0.0008152137,0.004967795],"category_scores_gemma":[0.001831965,0.0005512751,0.0006698183,0.005599967,0.0008536909,0.0004155861,0.0009466634,0.0009332409,0.0006546557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03162116,"about_ca_system_score_gemma":0.0395216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960644,"about_ca_topic_score_gemma":0.9972637,"domain_scores_codex":[0.9988253,0.00008840302,0.0000834298,0.0001211385,0.0004620304,0.0004197422],"domain_scores_gemma":[0.9971194,0.0001318068,0.0003749955,0.00006379847,0.001491357,0.0008185104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001176299,0.00003793856,0.9893137,0.00004681992,0.00007020817,0.0003071657,0.0002874601,0.000279657,0.0002918316,0.0002901173,0.003775903,0.005181724],"study_design_scores_gemma":[0.00001526222,0.00002231714,0.9968349,0.00003997587,0.000025397,0.0002424602,0.001089328,0.0002661831,0.00004953597,0.00003043658,0.001372353,0.00001180719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652111,0.004361187,0.0002855258,0.001296512,0.0001061594,0.00009469158,0.01363435,0.0001128938,0.01489755],"genre_scores_gemma":[0.9877561,0.002511759,0.0003263204,0.0002632928,0.00003459914,0.00002453833,0.003383886,0.0000188731,0.00568065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03162116,"threshold_uncertainty_score":0.2294286,"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."}}