{"id":"W3195568476","doi":"10.3390/curroncol28050285","title":"Peripheral Blood Lymphocyte Percentage May Predict Chemotolerance and Survival in Patients with Advanced Pancreatic Cancer. Association between Adaptive Immunity and Nutritional State","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Immunosurveillance; Immunosuppression; Internal medicine; Pancreatic cancer; Lymphocyte; Peripheral blood lymphocyte; Creatinine; Chemotherapy; White blood cell; Gastroenterology; Oncology; Cancer; Immunology","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":[0.0003768234,0.000238214,0.0002159078,0.0005396789,0.0001885425,0.000422434,0.0001415507,0.0003833733,0.001120428],"category_scores_gemma":[0.001744387,0.0001499962,0.0002267029,0.0005233595,0.0001689235,0.0003116216,0.0002126897,0.0004498424,0.0003281319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001220288,"about_ca_system_score_gemma":0.000109283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006708548,"about_ca_topic_score_gemma":0.0007137147,"domain_scores_codex":[0.9998527,0.00004207575,0.0000251725,0.00002742259,0.00002692663,0.00002579133],"domain_scores_gemma":[0.9988163,0.0003706731,0.0004457643,0.00006631491,0.00009989627,0.0002011485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003298871,0.00002387635,0.997314,0.000005056298,0.00001439293,0.00004251757,0.00001416457,0.00005565618,0.0005924087,0.00000455377,0.00003374183,0.001569676],"study_design_scores_gemma":[0.00000618499,0.0002911653,0.9984726,0.000003353222,0.00002157096,0.000344428,0.00005040439,0.0004068791,0.0002294806,0.0000210025,0.0001499948,0.000002992067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990958,0.0003654261,0.00009826881,0.00002271094,0.000005481882,0.000003342693,0.0001188716,0.000004768633,0.0002853521],"genre_scores_gemma":[0.9996173,0.00005971674,0.00005311438,0.0000100631,0.000006546986,0.000004132465,0.0001313641,9.850932e-7,0.0001166998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001120428,"threshold_uncertainty_score":0.003748178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914033624559766,"score_gpt":0.357293139110801,"score_spread":0.3181528028652034,"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."}}