{"id":"W4313472803","doi":"10.3390/curroncol30010043","title":"Correlation between Lymphocyte-to-Monocyte Ratio (LMR), Neutrophil-to-Lymphocyte Ratio (NLR), Platelet-to-Lymphocyte Ratio (PLR) and Extramural Vascular Invasion (EMVI) in Locally Advanced Rectal Cancer","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Lymphocyte; Neutrophil to lymphocyte ratio; Pathology; Population; Stage (stratigraphy); Magnetic resonance imaging; Internal medicine; Cancer; Radiology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002679479,0.0001331008,0.0002445054,0.0005631775,0.0001704529,0.0003588228,0.0001803397,0.0002333378,0.00108185],"category_scores_gemma":[0.00185981,0.0002215822,0.0001724559,0.0005409598,0.0001992251,0.000276984,0.0002305184,0.0004049047,0.0002006388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814828,"about_ca_system_score_gemma":0.0001620857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012148,"about_ca_topic_score_gemma":0.001432263,"domain_scores_codex":[0.9997551,0.00006751171,0.00004681317,0.00004960912,0.00004238601,0.00003851279],"domain_scores_gemma":[0.9992467,0.0002064609,0.000324957,0.00003794485,0.00005951259,0.0001243754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002344056,0.00002043879,0.9978498,0.00001508979,0.00002381315,0.0001431875,0.00002799268,0.00003337504,0.0003154248,0.000006626405,0.00004702149,0.001282911],"study_design_scores_gemma":[0.000005808677,0.0001157055,0.9990062,0.000003618731,0.00001968203,0.0004924136,0.00007434391,0.0000775474,0.00007642767,0.000008321648,0.0001179283,0.0000021035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990252,0.0006046745,0.0000350642,0.00002331248,0.000003212978,0.000004658078,0.00006857083,0.00000154013,0.0002337817],"genre_scores_gemma":[0.9996401,0.0001422836,0.00003030906,0.000009358237,0.000005569198,0.000005953973,0.00008294184,7.580862e-7,0.00008271727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00108185,"threshold_uncertainty_score":0.003619134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05050010494341254,"score_gpt":0.3493344474707374,"score_spread":0.2988343425273248,"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."}}