{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002824988,0.0001858383,0.0003408763,0.0001311797,0.00006970581,0.00002450364,0.0002693866,0.00009845883,0.00009325883],"category_scores_gemma":[0.0002200914,0.0001753621,0.00004405347,0.0003912213,0.00003640576,0.00006714532,0.00007767969,0.0003312399,0.00002194838],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01133162,"about_ca_system_score_gemma":0.01068999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9258972,"about_ca_topic_score_gemma":0.984152,"domain_scores_codex":[0.9977569,0.00007647046,0.0003984522,0.0003895221,0.0009370219,0.0004416463],"domain_scores_gemma":[0.9986211,0.0001730992,0.00008810242,0.0008229241,0.00008735894,0.0002074243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001139443,0.001390974,0.9943522,0.00009110638,0.00004427384,0.001303416,0.0003747683,0.0000956246,0.00004328353,0.000006480887,0.00161462,0.00056936],"study_design_scores_gemma":[0.02895861,0.0001845635,0.962924,0.0002316668,0.00009663146,0.0001310338,0.001274187,0.004016372,0.001302239,0.000007604053,0.0006568611,0.0002162451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961679,0.0002688391,0.000001063603,0.002178006,0.00004168579,0.0008434696,0.00001869762,0.00004322415,0.000437095],"genre_scores_gemma":[0.9980623,0.000006206351,0.000152089,0.0009758306,0.0002113347,0.00006363805,0.00004832592,0.00003193662,0.0004483534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05825483,"threshold_uncertainty_score":0.9949185,"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."}}