{"id":"W4396501190","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a4681","title":"High Prevalence of Undiagnosed and Untreated Emphysema Among Lung Cancer Screening Participants: Findings From the Research Integrated Quebec Lung Cancer Screening Program","year":2024,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; McGill University Health Centre; McGill University","funders":"","keywords":"Lung cancer; Medicine; Lung cancer screening; Cancer; Lung; Oncology; 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":[0.001172811,0.0003375341,0.0004461525,0.001100159,0.002204673,0.001436907,0.001768621,0.001055089,0.003040106],"category_scores_gemma":[0.00279601,0.0003922749,0.0006004342,0.001898456,0.0006221024,0.0005124618,0.0007902002,0.001151876,0.0002715566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01103385,"about_ca_system_score_gemma":0.00923504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9832087,"about_ca_topic_score_gemma":0.9909983,"domain_scores_codex":[0.9989673,0.0001959871,0.00006025838,0.0001775364,0.0003155336,0.0002833889],"domain_scores_gemma":[0.9974136,0.0002739931,0.0004704591,0.00007668818,0.001076206,0.0006891078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004843399,0.00009136798,0.9958638,0.00001733417,0.0000362207,0.00006053043,0.0006345241,0.00002664349,0.0001507772,0.00003295618,0.000999882,0.00203752],"study_design_scores_gemma":[0.000004964232,0.00001456935,0.9990213,0.00001070437,0.00001323757,0.00001804284,0.0006190239,0.00008910009,0.00001779117,0.000005445636,0.0001823291,0.000003515468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993131,0.0003694812,0.0001158273,0.0005637329,0.00002169858,0.00007730225,0.003248357,0.000008994664,0.002463764],"genre_scores_gemma":[0.997403,0.0001671417,0.0001279126,0.0002587905,0.00000864831,0.00002992285,0.0006662012,0.000004741197,0.001333585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01679128,"threshold_uncertainty_score":0.08005655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05005898236819457,"score_gpt":0.3975006563180032,"score_spread":0.3474416739498086,"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."}}