{"id":"W4280617886","doi":"10.1016/j.lungcan.2022.05.003","title":"Health utilities for participants in a population-based sample who meet eligibility criteria for lung cancer screening","year":2022,"lang":"en","type":"article","venue":"Lung Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University; Simon Fraser University","funders":"","keywords":"Medicine; Lung cancer screening; Population; Lung cancer; Cohort; Demography; Metric (unit); Risk assessment; Quality-adjusted life year; Cost effectiveness; Environmental health; Internal medicine; Risk analysis (engineering)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005050562,0.000215188,0.0006165506,0.0001151719,0.0003518524,0.00002772467,0.0000903343,0.00004391823,0.000603949],"category_scores_gemma":[0.0001125346,0.0002060926,0.0001772957,0.0002251106,0.00002460083,0.00007626531,0.00003995659,0.0001038216,7.040205e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003225296,"about_ca_system_score_gemma":0.0009006629,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.054216,"about_ca_topic_score_gemma":0.01861816,"domain_scores_codex":[0.9979018,0.00008783919,0.0004947029,0.0005506729,0.0002985101,0.0006664997],"domain_scores_gemma":[0.9987734,0.0004495231,0.0001712652,0.000330693,0.0001004536,0.0001746502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001207532,0.0002398643,0.9625849,0.001611331,0.0001868152,0.000001562184,0.00101955,0.004675641,0.00001340039,0.0002315315,0.0236234,0.004604535],"study_design_scores_gemma":[0.009119043,0.0005942324,0.7173433,0.001121701,0.0004524006,7.053643e-7,0.0003177938,0.2590966,0.0002360278,0.0003132043,0.01104282,0.000362159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417383,0.01808962,0.003494249,0.02304655,0.001019,0.006058911,0.006414182,0.0001070687,0.00003208714],"genre_scores_gemma":[0.9728045,0.000144537,0.002125996,0.003667251,0.0002627518,0.02034942,0.0004361885,0.00005013409,0.0001592213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.254421,"threshold_uncertainty_score":0.9992895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06972541836701968,"score_gpt":0.457082574985871,"score_spread":0.3873571566188513,"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."}}