{"id":"W4388070350","doi":"10.21037/ccts-23-3","title":"Lung cancer screening—contemporary issues: a narrative review","year":2023,"lang":"en","type":"review","venue":"Current Challenges in Thoracic Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Lung cancer screening; Medicine; Lung cancer; Intensive care medicine; Population; Randomized controlled trial; Cochrane Library; Smoking cessation; Medical physics; Environmental health; Pathology","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":[0.005598862,0.001325658,0.004033396,0.007621098,0.0005309742,0.003088533,0.001741607,0.002606295,0.006243767],"category_scores_gemma":[0.03592556,0.0007632789,0.004110269,0.008691026,0.0009473419,0.002925615,0.001593625,0.002007553,0.0005968548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002313258,"about_ca_system_score_gemma":0.008414899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003090512,"about_ca_topic_score_gemma":0.006163504,"domain_scores_codex":[0.9961473,0.001443755,0.001260155,0.000388639,0.000626887,0.000133228],"domain_scores_gemma":[0.9715483,0.02323494,0.00327307,0.0002553149,0.001448193,0.0002401566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001959873,0.00003015229,0.0004555342,0.8152075,0.002257508,0.0002165851,0.0002605501,0.0002225982,0.0001497978,0.001722514,0.01450736,0.1647739],"study_design_scores_gemma":[0.00008419863,0.0001317074,0.001477937,0.8458859,0.01165703,0.0009239041,0.000344401,0.0001095939,0.0001080836,0.001803521,0.1374391,0.00003460547],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001065839,0.9984971,0.00007427959,0.0007773087,0.0001683262,0.00004202704,0.00008764803,0.000003740036,0.0002429623],"genre_scores_gemma":[0.001800486,0.9964358,0.0001869293,0.001080434,0.0002760761,0.00009104937,0.00007192164,0.000002364065,0.00005489589],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007621098,"threshold_uncertainty_score":0.02960992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4336908149515724,"score_gpt":0.5326752533770972,"score_spread":0.09898443842552485,"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."}}