{"id":"W2346650719","doi":"10.1093/ntr/ntw129","title":"The Effect of Different Case Definitions of Current Smoking on the Discovery of Smoking-Related Blood Gene Expression Signatures in Chronic Obstructive Pulmonary Disease","year":2016,"lang":"en","type":"article","venue":"Nicotine & Tobacco Research","topic":"Heme Oxygenase-1 and Carbon Monoxide","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prevention of Organ Failure; St. Paul's Hospital; University of British Columbia","funders":"Reseau canadien de recherche respiratoire; GlaxoSmithKline; Michael Smith Health Research BC; Canadian Institutes of Health Research; Genome Canada; Canada Research Chairs","keywords":"COPD; Gene expression; Medicine; Gene expression profiling; Gene; Disease; Pulmonary disease; Bioinformatics; Internal medicine; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.025246,0.0004760349,0.000894452,0.001161013,0.0006892459,0.00164679,0.0008691587,0.00102187,0.0009573687],"category_scores_gemma":[0.04284775,0.0003193366,0.001861547,0.0008131012,0.0009587215,0.0009039299,0.001055351,0.0007343497,0.0001122066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004449501,"about_ca_system_score_gemma":0.0003498319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009523687,"about_ca_topic_score_gemma":0.001293942,"domain_scores_codex":[0.9741575,0.01652689,0.001866807,0.003705154,0.002952075,0.0007916425],"domain_scores_gemma":[0.9304921,0.0571604,0.004393619,0.005364486,0.001635143,0.0009541712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004016988,0.0001030539,0.9835328,0.00007758347,0.001153122,0.000121714,0.0001812995,0.0003461308,0.002057719,0.0001104417,0.0001586245,0.008140547],"study_design_scores_gemma":[0.0001056931,0.00083216,0.9921103,0.00003495091,0.001282849,0.0004106676,0.0002128223,0.002873638,0.001405105,0.0002512955,0.0004644349,0.00001615549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956058,0.001719184,0.001704168,0.0001439613,0.00004477184,0.00003254177,0.000263087,0.0000111574,0.0004754139],"genre_scores_gemma":[0.9983912,0.000120715,0.0009384496,0.0000576543,0.00003043684,0.00003769673,0.000348067,0.00001036903,0.00006532096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.025246,"threshold_uncertainty_score":0.1335152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02716755185259764,"score_gpt":0.3067080983271834,"score_spread":0.2795405464745858,"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."}}