{"id":"W2948691893","doi":"10.1002/ijc.32486","title":"Lung cancer mortality reduction by LDCT screening—Results from the randomized German LUSI trial","year":2019,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":438,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"AstraZeneca; Les Laboratories Pierre Fabre; Gilead Sciences; Dietmar Hopp Stiftung; Pfizer; Deutsche Forschungsgemeinschaft; Eli Lilly and Company","keywords":"Medicine; Lung cancer; Lung cancer screening; Population; Cancer; Randomized controlled trial; National Lung Screening Trial; Hazard ratio; Randomization; Incidence (geometry); Internal medicine; Surgery; Confidence interval; Environmental health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005333218,0.0001446703,0.0004874046,0.00005559569,0.00003623877,0.00005933812,0.0002267018,0.0000603974,0.001011907],"category_scores_gemma":[0.00009704962,0.00008317564,0.0003874128,0.00006329422,0.00005588336,0.0001760144,0.00003109533,0.0002414853,0.000006148332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000630359,"about_ca_system_score_gemma":0.0003200377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005871251,"about_ca_topic_score_gemma":0.0001348968,"domain_scores_codex":[0.9979497,0.0001042079,0.0006988946,0.0001901724,0.0009262998,0.0001307538],"domain_scores_gemma":[0.9981725,0.0002503144,0.0007675539,0.0001773084,0.0005439711,0.0000884131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8225732,0.0004068713,0.0278086,0.00001386552,0.01194886,0.0000458965,0.0009342125,0.0004526308,0.001794392,0.00008297883,0.1190938,0.01484469],"study_design_scores_gemma":[0.9376832,0.0001995395,0.02829953,0.0009809369,0.002049944,0.00003339492,0.00007041713,0.001005301,0.002704552,0.0001709089,0.02663685,0.0001654542],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549999,0.008976588,0.0001318547,0.02731447,0.007053084,0.0007427953,0.0003307313,0.00001000091,0.0004405209],"genre_scores_gemma":[0.9888821,0.005002679,0.00006881022,0.0009555866,0.004190272,0.00008017765,0.00005723481,0.00001653378,0.0007466077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1151099,"threshold_uncertainty_score":0.9999013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791824589752166,"score_gpt":0.3874451192811368,"score_spread":0.3695268733836151,"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."}}