{"id":"W4200140361","doi":"","title":"USPSTF2013 versus PLCOm2012 lung cancer screening eligibility criteria (International Lung Screening Trial): interim analysis of a prospective cohort study","year":2022,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Alberta; Centre for Advancing Health Outcomes; Spinal Cord Injury BC; University of British Columbia; Vancouver Coastal Health; University of Calgary; Foothills Medical Centre; Simon Fraser University; Brock University","funders":"Cancer Research UK","keywords":"Medicine; Lung cancer screening; Interim; Lung cancer; National Lung Screening Trial; Interim analysis; Prospective cohort study; Retrospective cohort study; Cohort; Cohort study; Categorical variable; Task force; Internal medicine; Clinical trial; Intensive care medicine; Statistics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01959984,0.001439164,0.002901041,0.0004106439,0.0006219661,0.001761868,0.001151796,0.001777862,0.004123537],"category_scores_gemma":[0.01795787,0.0007273607,0.005354756,0.0005908388,0.0005501629,0.001262581,0.001009301,0.002469332,0.0006550177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007958804,"about_ca_system_score_gemma":0.001952771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002093551,"about_ca_topic_score_gemma":0.002167502,"domain_scores_codex":[0.9937236,0.003908169,0.0003465813,0.0006507703,0.0004887477,0.0008820579],"domain_scores_gemma":[0.9858521,0.004780353,0.003661018,0.003390371,0.0009209192,0.001395096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9286029,0.003358023,0.04771021,0.0002606577,0.006794626,0.00009373329,0.00008431255,0.001195942,0.0004246325,0.0001966625,0.00282271,0.008455524],"study_design_scores_gemma":[0.4452917,0.1841729,0.3177683,0.000305295,0.03278013,0.0003749236,0.000294162,0.01154403,0.001779744,0.001613136,0.003852561,0.0002230928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883689,0.002198368,0.001501255,0.000356124,0.0003220516,0.001521317,0.003987527,0.000068562,0.001675887],"genre_scores_gemma":[0.9872972,0.0003635538,0.001290362,0.0005140912,0.0002313552,0.002668657,0.006116689,0.00002694989,0.001491184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01959984,"threshold_uncertainty_score":0.1036551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02181768236603097,"score_gpt":0.3359972387666454,"score_spread":0.3141795564006144,"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."}}