{"id":"W4416424556","doi":"10.1001/jamaoto.2025.4130","title":"Reframing Head and Neck Cancer Costs—Insights from Screening in Taiwan—Reply","year":2025,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto","funders":"","keywords":"Head and neck cancer; Cognitive reframing; Head and neck; Cancer; Disease","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":[0.003538014,0.000425547,0.0006726721,0.0006372295,0.00101211,0.002285421,0.001396504,0.01514164,0.005725057],"category_scores_gemma":[0.02830652,0.000410179,0.001002183,0.001694299,0.0009972977,0.003373924,0.00141113,0.01483598,0.001192965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002325695,"about_ca_system_score_gemma":0.00534663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03560839,"about_ca_topic_score_gemma":0.04678836,"domain_scores_codex":[0.9988326,0.0003779583,0.0002590853,0.0001433343,0.0001540983,0.0002328631],"domain_scores_gemma":[0.9854996,0.008861256,0.001261428,0.0002873424,0.002225205,0.001865243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001590453,0.00006718075,0.02532238,0.000293201,0.0001359206,0.000752567,0.0009490069,0.0001130488,0.0001325927,0.001385686,0.9586267,0.01206278],"study_design_scores_gemma":[0.0007847038,0.0004145287,0.1404339,0.003477402,0.0007144649,0.002854304,0.02787626,0.001350866,0.0007315541,0.008692787,0.8122069,0.0004622321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003259035,0.001731054,0.00003004162,0.9899732,0.003783927,0.000008373502,0.0005491812,0.00000759052,0.0006577353],"genre_scores_gemma":[0.02956968,0.004470834,0.0001558637,0.9491159,0.01379909,0.00006311208,0.00038412,0.00001976319,0.002421594],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03560839,"threshold_uncertainty_score":0.07080221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263703040859717,"score_gpt":0.3004703836388225,"score_spread":0.2778333532302253,"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."}}