{"id":"W7117320530","doi":"10.1016/j.iotech.2025.101565","title":"350P Demystifying the biology behind a high neutrophil-to-lymphocyte ratio in gastroesophageal adenocarcinoma patients","year":2025,"lang":"en","type":"article","venue":"Immuno-Oncology Technology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal General Hospital; McGill University Health Centre","funders":"","keywords":"Adenocarcinoma; Disease; Cancer; MEDLINE; Esophageal adenocarcinoma","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":[0.0004610188,0.0003258015,0.0003409576,0.0006608189,0.0002783797,0.001065683,0.0002587008,0.0005279006,0.001940329],"category_scores_gemma":[0.00140084,0.000127608,0.0001705689,0.0005768635,0.0003296554,0.0006313385,0.0003620549,0.0007900775,0.0004864527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002945362,"about_ca_system_score_gemma":0.0002719165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005400329,"about_ca_topic_score_gemma":0.0006588601,"domain_scores_codex":[0.9997624,0.00006669907,0.00002627879,0.00003546803,0.00006275151,0.00004644008],"domain_scores_gemma":[0.9995434,0.0001441779,0.0001205887,0.00002825634,0.00009591241,0.00006768906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00134885,0.0001336684,0.8604348,0.0002185919,0.00009030513,0.00361665,0.0002865647,0.0002741618,0.02397774,0.001181934,0.00388535,0.1045513],"study_design_scores_gemma":[0.00009096356,0.001110172,0.9320228,0.0001999505,0.0003090268,0.0154134,0.001243651,0.003077089,0.02162648,0.003531562,0.02133879,0.00003617815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685324,0.01631986,0.002127593,0.003138025,0.0003005773,0.00005402319,0.0004234346,0.0001240195,0.008980069],"genre_scores_gemma":[0.9951615,0.00163218,0.001056379,0.0005554048,0.0002349327,0.0000240711,0.0001932665,0.000009553934,0.001132835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001940329,"threshold_uncertainty_score":0.006491065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00567843413252664,"score_gpt":0.2934156528470926,"score_spread":0.287737218714566,"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."}}