{"id":"W4290720597","doi":"10.3390/medicina58081069","title":"Neutrophil-to-Lymphocyte Ratio and Platelet-to-Lymphocyte Ratio as Prognostic Markers for Advanced Non-Small-Cell Lung Cancer Treated with Immunotherapy: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Medicina","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Hazard ratio; Lung cancer; Oncology; Meta-analysis; Subgroup analysis; Immunotherapy; Lymphocyte; Neutrophil to lymphocyte ratio; Cancer; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001644182,0.001610248,0.01239977,0.001188033,0.0003910487,0.0001064488,0.0005011686,0.0002985818,0.0007667062],"category_scores_gemma":[0.0005095986,0.001053237,0.00174633,0.00262062,0.0001688471,0.0001180895,0.0001933211,0.0004054825,0.00001329193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267585,"about_ca_system_score_gemma":0.001840358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001306958,"about_ca_topic_score_gemma":0.00003219867,"domain_scores_codex":[0.9933013,0.0007762234,0.002280108,0.001772755,0.00100171,0.000867845],"domain_scores_gemma":[0.994687,0.001074252,0.001469682,0.001540921,0.0003609793,0.0008672007],"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":[0.0008915753,0.0001214059,0.00006185035,0.8272504,0.1577439,0.0003580826,0.0003004541,0.000009861123,0.000005640037,0.000003234037,0.0004222013,0.01283144],"study_design_scores_gemma":[0.003716632,0.001079878,0.00002348738,0.07887162,0.8687679,0.0002758611,0.0001286297,0.0002156483,0.00001516111,7.978321e-7,0.04584815,0.001056221],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000360151,0.9563623,0.0003283771,0.0004024683,0.00009609833,0.041846,0.0003418004,0.0001291419,0.0001336469],"genre_scores_gemma":[0.0001378851,0.9507834,0.001005586,0.003074158,0.00007366108,0.04251518,0.0005058881,0.0003088387,0.001595386],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7483788,"threshold_uncertainty_score":0.9996645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02764831909859794,"score_gpt":0.3161441511281861,"score_spread":0.2884958320295882,"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."}}