{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001439978,0.0001066505,0.0005745392,0.0003169653,0.00005899824,0.000002578633,0.00007764235,0.0000639482,0.0003586751],"category_scores_gemma":[0.00004329816,0.00009504155,0.0001631573,0.001066798,0.000124002,0.00002223517,0.00009830972,0.0002379111,1.850111e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007024194,"about_ca_system_score_gemma":0.000190007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003045506,"about_ca_topic_score_gemma":0.0004007624,"domain_scores_codex":[0.9990392,0.0001150132,0.0002417473,0.0002482288,0.0001701649,0.0001856379],"domain_scores_gemma":[0.9994539,0.00003241288,0.0001374885,0.0001995575,0.00001738844,0.0001592656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005717105,0.0001491789,0.9476564,0.00001014704,0.0004851533,0.00006895623,0.0004330073,0.0004620705,0.000003097733,0.00002526025,0.01217556,0.03795945],"study_design_scores_gemma":[0.001424685,0.000483878,0.9486898,0.000002317488,0.001672146,0.00000386706,0.001403198,0.001683928,0.000001969444,0.0001795112,0.04437267,0.00008209671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938919,0.003107877,0.0004518056,0.0004847057,0.0005236845,0.00009490164,0.0004550489,0.00001502393,0.0009750581],"genre_scores_gemma":[0.9986323,0.0003448898,0.0005304569,0.00007454836,0.00004714944,0.00002192765,0.00009140068,0.000006466076,0.0002508938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03787736,"threshold_uncertainty_score":0.4603915,"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."}}