{"id":"W3005158781","doi":"10.1513/annalsats.201902-102oc","title":"Protocol and Rationale for the International Lung Screening Trial","year":2020,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; Brock University","funders":"Fogarty International Center","keywords":"Medicine; National Lung Screening Trial; Lung cancer screening; Lung cancer; Nodule (geology); Lung; Radiology; Cohort; Internal medicine; Oncology","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":[0.08977299,0.005205569,0.006432459,0.003040119,0.004853931,0.005630436,0.004093499,0.01124704,0.1149386],"category_scores_gemma":[0.1050598,0.00409046,0.004955222,0.00340119,0.004588949,0.004227049,0.00316995,0.01364762,0.03657766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005793192,"about_ca_system_score_gemma":0.02052948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002228115,"about_ca_topic_score_gemma":0.00515566,"domain_scores_codex":[0.9335617,0.04407542,0.007873144,0.005123195,0.006276087,0.003090541],"domain_scores_gemma":[0.9553809,0.01388196,0.005689338,0.009924795,0.01015119,0.00497186],"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":[0.321595,0.01072901,0.004079216,0.05226918,0.00288356,0.002317612,0.002249934,0.004365128,0.003623797,0.06794953,0.3955534,0.1323847],"study_design_scores_gemma":[0.3747141,0.01671732,0.007691754,0.03396996,0.001440934,0.001065654,0.0006318914,0.006256066,0.002651993,0.05857393,0.4957104,0.0005760772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006578682,0.0005169158,0.003716885,0.001399368,0.001524966,0.9840555,0.004723882,0.0002151091,0.003189537],"genre_scores_gemma":[0.0009853943,0.0001502617,0.002729414,0.0007950486,0.0001947944,0.9939237,0.0005015458,0.00001591207,0.0007039402],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1149386,"threshold_uncertainty_score":0.4747706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1807559205178331,"score_gpt":0.4693952469818356,"score_spread":0.2886393264640025,"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."}}