{"id":"W4385163930","doi":"10.1016/j.jtho.2023.07.019","title":"Current and Future Perspectives on Computed Tomography Screening for Lung Cancer: A Roadmap From 2023 to 2027 From the International Association for the Study of Lung Cancer","year":2023,"lang":"en","type":"review","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia; BC Cancer Agency","funders":"Siemens Medical Solutions USA; National Cancer Institute; American Association of Physicists in Medicine; World Health Organization; Janssen Pharmaceuticals; AstraZeneca","keywords":"Medicine; Lung cancer screening; Lung cancer; National Lung Screening Trial; Cancer; Cancer screening; Medical physics; Intensive care medicine; Radiology; Oncology; Internal medicine","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":[0.0007850904,0.0002729662,0.001527003,0.0002307757,0.0001424557,0.00004335753,0.0003289618,0.0001791453,0.00003906941],"category_scores_gemma":[0.0001678221,0.0001415045,0.0006098382,0.000315129,0.00002259909,0.00004216947,0.00008795924,0.0005122297,2.814594e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002249829,"about_ca_system_score_gemma":0.0006428377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008138982,"about_ca_topic_score_gemma":0.001706486,"domain_scores_codex":[0.9980016,0.0002191935,0.0007733167,0.0003333749,0.0004774815,0.0001950601],"domain_scores_gemma":[0.9936218,0.00365532,0.00179826,0.0001950323,0.00063732,0.00009223254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009706994,0.0006616846,0.01060166,0.0009134104,0.01450327,0.000008615219,0.003371167,0.00006035774,2.174928e-7,0.000009814662,0.06240903,0.9064901],"study_design_scores_gemma":[0.002524818,0.002019641,0.0214652,0.01648023,0.02161636,0.000005104969,0.004360761,0.0005268459,0.00000118631,0.00001913043,0.9308043,0.0001765007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003024361,0.9738403,0.0001669726,0.01278271,0.004642094,0.00363244,0.001895018,0.000008324341,0.000007798986],"genre_scores_gemma":[0.000625679,0.9895389,0.0004476001,0.0001608177,0.007741334,0.001293782,0.00009658235,0.00004068721,0.00005459363],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9063136,"threshold_uncertainty_score":0.5883226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06214671691903566,"score_gpt":0.4993126743981248,"score_spread":0.4371659574790892,"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."}}