{"id":"W4307461028","doi":"10.1016/j.jtho.2022.08.012","title":"Breathing Life Into Lung Cancer Screening Trials","year":2022,"lang":"en","type":"letter","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Teachable moment; Medicine; Lung cancer screening; Lung cancer; Smoking cessation; Scopus; National Lung Screening Trial; Cancer; Internal medicine; Family medicine; Oncology; MEDLINE; Pathology; Psychotherapist","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01856439,0.001013398,0.002244436,0.001191546,0.004718633,0.007429519,0.00228058,0.08849816,0.01420928],"category_scores_gemma":[0.1011616,0.001196747,0.002020304,0.00121575,0.003777681,0.004662779,0.003517722,0.04003093,0.00994458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006467551,"about_ca_system_score_gemma":0.01001019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003914054,"about_ca_topic_score_gemma":0.01198306,"domain_scores_codex":[0.9838382,0.00956494,0.001910267,0.001041411,0.002144162,0.001500965],"domain_scores_gemma":[0.929891,0.04671337,0.003341577,0.001600063,0.003793223,0.01466075],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006196435,0.0001090596,0.0009376141,0.0001235569,0.00005220289,0.0008140836,0.0001103449,0.0000987669,0.0002342918,0.003622729,0.9700736,0.023204],"study_design_scores_gemma":[0.003185164,0.0006717097,0.003357501,0.001423937,0.0002168509,0.001238645,0.0002828568,0.001127252,0.0005215514,0.03352958,0.9543094,0.0001355662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004988822,0.001329625,0.0001181634,0.9771513,0.01482036,0.00006757209,0.0001537456,0.0000317648,0.005828521],"genre_scores_gemma":[0.003068116,0.0005987944,0.0002602785,0.9599982,0.03114472,0.000139061,0.00004689055,0.00002669639,0.004717389],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9814356,"threshold_uncertainty_score":0.09817904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06584141598154884,"score_gpt":0.4812590484309963,"score_spread":0.4154176324494475,"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."}}