{"id":"W3092781265","doi":"10.1186/s13019-020-01353-2","title":"Elevated preoperative CEA is associated with subclinical nodal involvement and worse survival in stage I non-small cell lung cancer: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Journal of Cardiothoracic Surgery","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Medicine; Stage (stratigraphy); Lung cancer; Internal medicine; Oncology; Cardiothoracic surgery; Adenocarcinoma; Subclinical infection; Meta-analysis; Lymph node; Disease; Cancer; Surgery","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":[0.006469724,0.001922702,0.01428085,0.00629577,0.0006584278,0.002694023,0.001841101,0.001947461,0.003253832],"category_scores_gemma":[0.01964773,0.001251905,0.02573741,0.008712562,0.0005856554,0.001338877,0.001166299,0.001175124,0.0003098542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001862796,"about_ca_system_score_gemma":0.003499332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007333587,"about_ca_topic_score_gemma":0.01845195,"domain_scores_codex":[0.9954885,0.001598793,0.001552319,0.0006118324,0.0005394919,0.0002090893],"domain_scores_gemma":[0.9826713,0.01253063,0.002859185,0.0004094006,0.001288128,0.0002413053],"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":[0.001419933,0.0000356397,0.01405157,0.5191505,0.4534991,0.0002780791,0.0001404512,0.0004419715,0.0002717938,0.00009512716,0.0007386046,0.009877276],"study_design_scores_gemma":[0.0002235033,0.0001785578,0.01015592,0.03302723,0.9541994,0.0001647443,0.00006822535,0.0001712307,0.0000857952,0.0001005238,0.001596671,0.00002821816],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007504147,0.990936,0.0002460869,0.0001604562,0.00009050063,0.00016558,0.0006749644,0.00001600881,0.0002062758],"genre_scores_gemma":[0.1759353,0.819614,0.001209514,0.0006684828,0.0002447176,0.0007927638,0.001149643,0.00002426254,0.0003612898],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01428085,"threshold_uncertainty_score":0.03421557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1265175555512045,"score_gpt":0.4219712180852359,"score_spread":0.2954536625340314,"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."}}