{"id":"W4383226424","doi":"10.3390/curroncol30070471","title":"Association between COPD and Stage of Lung Cancer Diagnosis: A Population-Based Study","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; McMaster University; Public Health Ontario; University of Toronto; Sunnybrook Health Science Centre","funders":"Ministry of Long-Term Care; Canadian Institutes of Health Research; Ministry of Health, Ontario","keywords":"Medicine; COPD; Lung cancer; Stage (stratigraphy); Odds ratio; Internal medicine; Population; Cancer; Lung cancer screening","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000970007,0.0003836398,0.0005428898,0.0007072975,0.001403148,0.0009867464,0.001032797,0.0009223774,0.00134135],"category_scores_gemma":[0.002554492,0.0006518709,0.000922635,0.002750712,0.0006889934,0.0004544307,0.0007220581,0.0009001318,0.0002691069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005950759,"about_ca_system_score_gemma":0.005684901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7843533,"about_ca_topic_score_gemma":0.8227701,"domain_scores_codex":[0.9988298,0.0001980342,0.00007940506,0.0003195712,0.0003065871,0.0002665904],"domain_scores_gemma":[0.9976692,0.0001973852,0.0006498228,0.0002614355,0.0007146837,0.0005075465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007693036,0.00002724521,0.9988607,0.00001193087,0.0001068686,0.00003588112,0.0001594148,0.00002469652,0.0001072588,0.00001695606,0.0002252736,0.0003468201],"study_design_scores_gemma":[0.00001281441,0.0000286414,0.9994441,0.000006329228,0.00003758412,0.0000396366,0.0001155655,0.0001093442,0.00000741134,0.000008575917,0.0001856608,0.000004390027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997161,0.0003302816,0.0001314484,0.0001221874,0.000008403837,0.0000386211,0.001591813,0.000006539213,0.0006096839],"genre_scores_gemma":[0.99875,0.0001296625,0.00009057922,0.00005962692,0.000008397032,0.00001929669,0.000730818,0.000002822615,0.0002086594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7843533,"threshold_uncertainty_score":0.4338333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08553435953912195,"score_gpt":0.4515561987571013,"score_spread":0.3660218392179794,"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."}}