{"id":"W2560546162","doi":"10.1182/blood.v106.11.1334.1334","title":"CLL/SLL Is More Common Than Registry Incidence Suggests: A Population-Based Study in Manitoba, Canada.","year":2005,"lang":"en","type":"article","venue":"Blood","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Cancer registry; Medicine; Incidence (geometry); Population; Immunophenotyping; Chronic lymphocytic leukemia; Cancer; Epidemiology; Internal medicine; Leukemia; Immunology; Flow cytometry; Environmental health","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":[0.0005588846,0.0004221927,0.0004020628,0.002180436,0.002996358,0.001741962,0.001253412,0.0005770574,0.002210717],"category_scores_gemma":[0.001601603,0.0006478353,0.0004863511,0.006672195,0.0008894141,0.0005450982,0.0008586498,0.0008563718,0.0003383475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02442611,"about_ca_system_score_gemma":0.02968848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9893889,"about_ca_topic_score_gemma":0.992829,"domain_scores_codex":[0.9992028,0.00007543815,0.00006010784,0.000151488,0.0002578117,0.0002523675],"domain_scores_gemma":[0.9981952,0.00008753668,0.0004484261,0.00007329884,0.000662929,0.000532666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002271766,0.00002504719,0.9978399,0.00002213307,0.00002753738,0.00008757866,0.0004146982,0.00002500213,0.0001202725,0.00003301141,0.0005080789,0.0008740269],"study_design_scores_gemma":[0.00001081418,0.00002271286,0.9974456,0.0000368767,0.00002829857,0.0001257157,0.001433533,0.0001419219,0.00002915199,0.00001943205,0.0006961299,0.000009839589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925812,0.001044841,0.00008834313,0.0005737988,0.00001520066,0.00007484025,0.003878474,0.00002079032,0.001722413],"genre_scores_gemma":[0.9971669,0.0006615217,0.0001022761,0.0002312178,0.00001125609,0.0000286197,0.00123647,0.000006811675,0.0005548695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02442611,"threshold_uncertainty_score":0.1772247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02164184304605358,"score_gpt":0.299956698626982,"score_spread":0.2783148555809284,"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."}}