{"id":"W4387010101","doi":"10.1513/annalsats.202304-348rl","title":"Educational Attainment and Loss to Follow-up in a Quebec Lung Cancer Screening Pilot Program","year":2023,"lang":"en","type":"letter","venue":"Annals of the American Thoracic Society","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Annals; Lung cancer; Lung cancer screening; Educational attainment; Cancer; Gerontology; Family medicine; Intensive care medicine; Internal medicine","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":[0.002420916,0.0002432498,0.0003459171,0.0005479706,0.003617988,0.0009660338,0.00122105,0.00195697,0.002856265],"category_scores_gemma":[0.00645306,0.000216127,0.0004285566,0.001371306,0.0005528745,0.0003597912,0.0006093796,0.001887148,0.0003910058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0175943,"about_ca_system_score_gemma":0.0228396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9376083,"about_ca_topic_score_gemma":0.9665621,"domain_scores_codex":[0.9985113,0.0004480322,0.00007155622,0.00008885447,0.0003072933,0.0005729552],"domain_scores_gemma":[0.9936795,0.001174529,0.0006078026,0.0001395741,0.001787345,0.002611192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001471984,0.001579033,0.8117602,0.00006324104,0.00009029647,0.002601914,0.001637873,0.0002878458,0.0006640179,0.0002499686,0.1374318,0.04216179],"study_design_scores_gemma":[0.0002847525,0.0005650318,0.9899644,0.00009051309,0.0000692583,0.0003288875,0.001898719,0.001272066,0.0001520906,0.0000474283,0.005285865,0.00004087483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9072042,0.00113582,0.0001652336,0.07809658,0.0004850311,0.0004190876,0.004608615,0.0000541755,0.007831268],"genre_scores_gemma":[0.9711213,0.0005382498,0.0003096515,0.01900893,0.0002192924,0.0003257025,0.001615075,0.00001438356,0.006847491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0623917,"threshold_uncertainty_score":0.1276562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1858248055856677,"score_gpt":0.4792600216259939,"score_spread":0.2934352160403262,"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."}}