{"id":"W4287093321","doi":"10.3389/fonc.2022.904292","title":"Disease Burden, Risk Factors, and Trends of Leukaemia: A Global Analysis","year":2022,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Health Organization","keywords":"Demography; Incidence (geometry); Medicine; Overweight; Obesity; Population; Mortality rate; Epidemiology; Environmental health; Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00133989,0.0004346958,0.0007709222,0.002907755,0.0001641833,0.0007292889,0.0002639971,0.0002793486,0.001433267],"category_scores_gemma":[0.001567517,0.0001768119,0.001555656,0.007191786,0.0002457492,0.0007734852,0.0006904198,0.0004898342,0.0002415942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004889349,"about_ca_system_score_gemma":0.0006320776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024029,"about_ca_topic_score_gemma":0.008254178,"domain_scores_codex":[0.9994406,0.0001837229,0.00008064751,0.0001396649,0.00009717998,0.00005816073],"domain_scores_gemma":[0.9992676,0.0001155619,0.0002730224,0.0000718469,0.0001983768,0.00007353184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001642083,0.00001834656,0.9561257,0.0009026345,0.002047863,0.00008961707,0.0003593082,0.001737676,0.0005117651,0.0005706227,0.00314505,0.03432724],"study_design_scores_gemma":[0.000008034855,0.00006847607,0.9901029,0.0001576613,0.0006238062,0.0001919954,0.0002690495,0.001392629,0.00008030179,0.0003320864,0.006760651,0.00001233877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8645215,0.06602564,0.005768276,0.003805407,0.0001947322,0.0001283951,0.05405821,0.0002935785,0.005204146],"genre_scores_gemma":[0.9630507,0.01526717,0.002997105,0.0002005327,0.0001380129,0.0001094888,0.01760952,0.00005018177,0.0005773616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01024029,"threshold_uncertainty_score":0.02036136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094916302445983,"score_gpt":0.3019992624582969,"score_spread":0.2910500994338371,"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."}}