{"id":"W2967234033","doi":"10.3747/co.26.4135","title":"Prognostic Value of Inflammation-Based Markers in Advanced or Metastatic Neuroendocrine Tumours","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; White blood cell; Neutrophil to lymphocyte ratio; Univariate analysis; Multivariate analysis; Inflammation; C-reactive protein; Systemic inflammation; Absolute neutrophil count; Gastroenterology; Oncology; Lymphocyte; Pathology; Chemotherapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003115622,0.0002296496,0.0006296136,0.0004292464,0.00002038706,0.000005485635,0.0001693531,0.00004026949,0.0005345722],"category_scores_gemma":[0.001160167,0.0001937799,0.0001365745,0.0004923321,0.0001487728,0.00009229859,0.00006112469,0.0002643286,0.00007846691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002612445,"about_ca_system_score_gemma":0.0008972712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003795724,"about_ca_topic_score_gemma":0.00001210474,"domain_scores_codex":[0.9978735,0.0002972705,0.0007255949,0.000375209,0.0003241522,0.0004042439],"domain_scores_gemma":[0.9982438,0.000720439,0.0003261786,0.0003758948,0.0001735063,0.0001601876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004868922,0.0008824876,0.9374018,0.001943909,0.00007025872,0.0003612753,0.00007080887,0.0003623595,0.002295104,0.0001846701,0.0003009588,0.05125747],"study_design_scores_gemma":[0.0156443,0.002819131,0.9390185,0.001162293,0.000522677,0.0001034171,0.000300613,0.02231834,0.006432655,0.0001382793,0.01116501,0.0003747961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947391,0.0004279462,0.0000452912,0.0007085241,0.0009654093,0.0022586,0.00001581928,0.00006105099,0.0007782669],"genre_scores_gemma":[0.9975513,0.00004222025,0.001797963,0.0001036917,0.00004509483,0.0003006259,0.00007155816,0.0000334247,0.00005409262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05088268,"threshold_uncertainty_score":0.7902113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420016473593266,"score_gpt":0.3687656915167644,"score_spread":0.3267640441574378,"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."}}