{"id":"W2917136425","doi":"10.1016/j.jtho.2018.12.019","title":"Lung Cancer Screening in Never-Smokers","year":2019,"lang":"en","type":"letter","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Lung cancer; Lung cancer screening; National Lung Screening Trial; Cancer; Stage (stratigraphy); Mortality rate; Internal medicine; Lung; Randomized controlled trial; Oncology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00124622,0.0004009629,0.0006574111,0.00090517,0.00390119,0.001906559,0.0007349265,0.02824277,0.006295177],"category_scores_gemma":[0.01228425,0.0005512218,0.0007096883,0.0006875772,0.0009921824,0.001303013,0.0009634899,0.01206764,0.002263884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004083058,"about_ca_system_score_gemma":0.003977431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02549494,"about_ca_topic_score_gemma":0.04196037,"domain_scores_codex":[0.9988285,0.0003314854,0.0001576956,0.0001127268,0.0001773202,0.0003923155],"domain_scores_gemma":[0.9958222,0.001923338,0.0003329879,0.00009885192,0.0004859786,0.001336636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003684091,0.000306368,0.05493785,0.000144281,0.00003350354,0.03826796,0.0007783929,0.0001516679,0.000937503,0.002290824,0.8738261,0.02795716],"study_design_scores_gemma":[0.0008046105,0.001051013,0.1556516,0.003924885,0.0003140652,0.08629195,0.00830291,0.00467592,0.001744804,0.01904258,0.7179218,0.0002738949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01043609,0.001228751,0.00004998728,0.9675532,0.01040602,0.00002140231,0.0001211335,0.00001857126,0.01016482],"genre_scores_gemma":[0.09719474,0.002930486,0.0002568526,0.8368725,0.04022974,0.00007256159,0.0001495213,0.00003406607,0.02225959],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02824277,"threshold_uncertainty_score":0.05069309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03015238169612367,"score_gpt":0.4410433809661517,"score_spread":0.410890999270028,"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."}}