{"id":"W4387783616","doi":"10.1016/j.jtocrr.2023.100594","title":"Health Care Utilization and Costs in Lung Cancer Screening Participants—A Propensity-Matched Economic Analysis","year":2023,"lang":"en","type":"article","venue":"JTO Clinical and Research Reports","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; Simon Fraser University; University of Alberta; University of Saskatchewan; University of Calgary","funders":"Alberta Cancer Foundation","keywords":"Medicine; Lung cancer; Cohort; Confidence interval; Propensity score matching; Cohort study; Health care; Cancer; Demography; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.005902247,0.0006446,0.001191213,0.002674556,0.0008144804,0.001199783,0.001165491,0.0008742144,0.002277957],"category_scores_gemma":[0.009273593,0.0006317132,0.004237678,0.002150791,0.0006256591,0.0005226082,0.001146637,0.0007522147,0.0001699461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002377761,"about_ca_system_score_gemma":0.001622362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03603255,"about_ca_topic_score_gemma":0.02051085,"domain_scores_codex":[0.9968675,0.001538808,0.0002396483,0.0004061302,0.0005952962,0.0003526649],"domain_scores_gemma":[0.9970493,0.000968178,0.0009885718,0.0004220317,0.0002771835,0.0002946877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006391154,0.000437398,0.9764028,0.00009033064,0.006808352,0.0002026364,0.00007703985,0.003355907,0.0002082551,0.0003438405,0.0004206813,0.005261569],"study_design_scores_gemma":[0.0009660208,0.001487972,0.9599835,0.00005641912,0.004200595,0.0003583317,0.0002461073,0.03076132,0.0001596872,0.0007349215,0.0009910277,0.00005390074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997111,0.0004293609,0.001048918,0.00009572683,0.000010699,0.0001560948,0.0008850938,0.000006585658,0.0002565095],"genre_scores_gemma":[0.9980347,0.0001182656,0.0004478596,0.00002994654,0.00000993779,0.00007301818,0.001138454,0.000002088962,0.0001457693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03603255,"threshold_uncertainty_score":0.07164568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3476252898537681,"score_gpt":0.4919756895256912,"score_spread":0.1443503996719231,"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."}}