{"id":"W4386887823","doi":"10.2196/49968","title":"Nasopharyngeal Cancer Incidence and Mortality in 185 Countries in 2020 and the Projected Burden in 2040: Population-Based Global Epidemiological Profiling","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Health Organization","keywords":"Demography; Epidemiology; Incidence (geometry); Medicine; Population; Nasopharyngeal carcinoma; Nasopharyngeal cancer; Mortality rate; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001511446,0.0004624695,0.0003446331,0.003077148,0.0002226171,0.0008420937,0.0003036197,0.0003154086,0.001507629],"category_scores_gemma":[0.002081169,0.0001830331,0.001240084,0.004422794,0.0002249206,0.0009249789,0.0007470972,0.0004803055,0.0005918869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009233874,"about_ca_system_score_gemma":0.0009487275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008607374,"about_ca_topic_score_gemma":0.009271876,"domain_scores_codex":[0.9994137,0.0001510257,0.0000881648,0.0001011276,0.0001628488,0.00008315065],"domain_scores_gemma":[0.999118,0.0000876283,0.0003352783,0.00004536871,0.000315682,0.00009806494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007373979,0.00002543639,0.946995,0.0004832003,0.0005301731,0.0001386633,0.0003700139,0.00194029,0.000284146,0.0008749759,0.01162857,0.03665567],"study_design_scores_gemma":[0.000005841456,0.00007156178,0.9788102,0.0002825223,0.0002682112,0.0004517451,0.0007248854,0.001399144,0.0001398043,0.0004971988,0.0173247,0.00002429984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8244268,0.03042562,0.006239596,0.00498934,0.0003120758,0.0002099269,0.1163485,0.0004181397,0.01662998],"genre_scores_gemma":[0.9357765,0.01434554,0.005335749,0.0005657744,0.000145948,0.0002284857,0.04280033,0.00002639061,0.0007751324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008607374,"threshold_uncertainty_score":0.01711458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05473205238597309,"score_gpt":0.391571360350589,"score_spread":0.3368393079646159,"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."}}