{"id":"W1976487567","doi":"10.1016/j.lungcan.2012.02.019","title":"Emphysema detected on computed tomography and risk of lung cancer: A systematic review and meta-analysis","year":2012,"lang":"en","type":"review","venue":"Lung Cancer","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Lung cancer; Meta-analysis; Odds ratio; Cochrane Library; Lung cancer screening; Internal medicine; Lung; Radiology","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":[0.005543376,0.002622365,0.01507546,0.004406654,0.0006849075,0.002105477,0.00211379,0.002310204,0.003148636],"category_scores_gemma":[0.01511591,0.001887397,0.02886954,0.006000842,0.0006390589,0.00148377,0.001576632,0.001814087,0.000311567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729578,"about_ca_system_score_gemma":0.002502157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100516,"about_ca_topic_score_gemma":0.02806213,"domain_scores_codex":[0.9963983,0.001303212,0.0011086,0.000588134,0.0004205961,0.0001811129],"domain_scores_gemma":[0.9919676,0.005833876,0.00116155,0.0003030627,0.0005738536,0.0001599844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002216648,0.00004743426,0.009140421,0.2924013,0.683522,0.0002497184,0.0001103038,0.0004584966,0.0003704604,0.00009213841,0.0006415569,0.01074948],"study_design_scores_gemma":[0.0004407688,0.0001435035,0.004702528,0.008278892,0.9851937,0.0001221646,0.00005010175,0.00009588198,0.00008007664,0.00008471704,0.0007831389,0.00002453438],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007686502,0.9910713,0.0004032491,0.00009194126,0.0001267206,0.0001268431,0.0003321822,0.00001865504,0.0001425577],"genre_scores_gemma":[0.193193,0.8028399,0.001847453,0.0006256677,0.0002278635,0.0003576533,0.0005242137,0.00001998992,0.0003643302],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01507546,"threshold_uncertainty_score":0.02931654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04412811388537274,"score_gpt":0.3810135198853568,"score_spread":0.336885405999984,"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."}}