{"id":"W4412596969","doi":"10.1002/lary.32450","title":"Head and Neck Cancer in Southeast Asia: 2022 Incidence, Mortality, and Projections to 2050","year":2025,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Cancer Institute; National Heart, Lung, and Blood Institute; Prostate Cancer Foundation","keywords":"Incidence (geometry); Medicine; Head and neck cancer; Demography; Population; Cancer; Mortality rate; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00107583,0.0006158101,0.000212558,0.0009804486,0.000223909,0.0007918247,0.0004564023,0.0004674953,0.00361517],"category_scores_gemma":[0.001327694,0.0001508619,0.00105613,0.001139785,0.0001306448,0.001202709,0.0008974172,0.0005542638,0.0009204026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393817,"about_ca_system_score_gemma":0.002410298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0429992,"about_ca_topic_score_gemma":0.05413727,"domain_scores_codex":[0.9997222,0.00006513738,0.00002923726,0.00003941047,0.00007338871,0.00007065952],"domain_scores_gemma":[0.9994567,0.00003749364,0.0001251244,0.00001497514,0.0002715903,0.0000941097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002434249,0.000151145,0.7928904,0.0009195087,0.0005715191,0.0004999592,0.0004039903,0.02767886,0.0009393974,0.003520947,0.06504492,0.1071359],"study_design_scores_gemma":[0.00006953004,0.0004973082,0.8368078,0.001179804,0.0007803063,0.0008168183,0.003612051,0.0573455,0.001283782,0.005395792,0.09211547,0.00009572177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7761609,0.01478626,0.01510093,0.01669473,0.0006945902,0.0002167411,0.1487375,0.0007469673,0.0268614],"genre_scores_gemma":[0.9172256,0.00722222,0.007835202,0.001079888,0.0001865217,0.0002720133,0.06307761,0.00003660229,0.003064431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0429992,"threshold_uncertainty_score":0.08549786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03328723009993547,"score_gpt":0.3716186170989502,"score_spread":0.3383313869990147,"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."}}