{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006521093,0.0007720027,0.01082548,0.0008547161,0.00009867424,0.0000282109,0.0002526756,0.00025304,0.0008725162],"category_scores_gemma":[0.0001026239,0.0005009993,0.002796855,0.002355142,0.0002106958,0.00007811705,0.0001728726,0.0006495679,0.000002669605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000565752,"about_ca_system_score_gemma":0.0004655132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042051,"about_ca_topic_score_gemma":0.0001953204,"domain_scores_codex":[0.995518,0.0009987465,0.001272352,0.0008703977,0.0008088228,0.0005317333],"domain_scores_gemma":[0.9962437,0.000480101,0.001276532,0.001148281,0.0003728301,0.0004786239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001350804,0.00005354577,0.0009962354,0.729207,0.2614598,0.00001124788,0.00002392293,0.000001026739,8.415201e-8,0.000006838542,0.000152279,0.008074537],"study_design_scores_gemma":[0.0002728055,0.00002986082,0.001528751,0.1155614,0.8785551,0.00001938542,0.000004049715,0.0002376309,4.76037e-7,0.000001347377,0.003432953,0.0003561673],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005437063,0.9906071,0.0000146346,0.00006907374,0.00006665979,0.007254152,0.001820542,0.0000463474,0.00006711249],"genre_scores_gemma":[0.0003085535,0.9958854,0.000055451,0.00009401853,0.0001039945,0.002981597,0.0001174933,0.00009144718,0.0003620338],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6170954,"threshold_uncertainty_score":0.9997442,"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."}}