{"id":"W4417482148","doi":"10.1016/j.jval.2025.09.1376","title":"EPH247 The Incidence, Mortality, and Survival of Malignant Non-Small Cell Lung Cancer (NSCLC) in the United States: A Surveillance Epidemiology and End Results (SEER) 2000-2022 Database Analysis","year":2025,"lang":"en","type":"article","venue":"Value in Health","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Canada","funders":"","keywords":"Surveillance, Epidemiology, and End Results; Epidemiology; Lung cancer; Epidemiological surveillance; Cancer; Lung","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":[0.0008379259,0.0002835074,0.0006054421,0.001600777,0.0001513062,0.0006373631,0.0004710848,0.0004163738,0.001003799],"category_scores_gemma":[0.002542397,0.0002544131,0.001308616,0.004270038,0.0001205756,0.0005041678,0.0004693338,0.000425589,0.0002837045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005835863,"about_ca_system_score_gemma":0.0005615994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01672439,"about_ca_topic_score_gemma":0.02154493,"domain_scores_codex":[0.9990622,0.0002324843,0.0001986813,0.0001930801,0.0002306509,0.00008292078],"domain_scores_gemma":[0.9984058,0.0003334312,0.0007781773,0.0001463981,0.0002061025,0.000130156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001056969,0.00004475005,0.9892301,0.0002179597,0.001947991,0.0000817405,0.0000279111,0.0003772248,0.0001883632,0.00009368261,0.002965412,0.003767824],"study_design_scores_gemma":[0.000155342,0.0000790643,0.9957942,0.00004533419,0.0007978661,0.0002039049,0.00007146435,0.000701068,0.0001327444,0.00004782603,0.001960746,0.0000105464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9065273,0.003129019,0.0002106115,0.0001825868,0.00001805843,0.00004845039,0.08826672,0.00001842969,0.001598837],"genre_scores_gemma":[0.9344961,0.001840509,0.0003774765,0.0001562983,0.00003474791,0.00009580135,0.06211162,0.00001048138,0.0008769347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01672439,"threshold_uncertainty_score":0.03325409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08724169503674144,"score_gpt":0.42320669820038,"score_spread":0.3359650031636386,"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."}}