{"id":"W4387207306","doi":"10.1016/j.ijrobp.2023.06.1772","title":"Impact of Immune, Inflammatory, and Nutritional Indices on Outcome in Patients with Cervical Cancer Treated with Definitive (Chemo)radiotherapy","year":2023,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Internal medicine; Absolute neutrophil count; Cervical cancer; Gastroenterology; Neutrophil to lymphocyte ratio; Univariate analysis; Lymphocyte; Cancer; Proportional hazards model; Multivariate analysis; Alkaline phosphatase; Oncology; Immunology; Neutropenia; Chemotherapy","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":[0.0002386195,0.0001496885,0.0003606363,0.0002734204,0.0003539282,0.0004333734,0.000165802,0.0002975826,0.0008500622],"category_scores_gemma":[0.00141498,0.00008657714,0.0004127338,0.0005185958,0.0002007973,0.0002425642,0.0002916585,0.0005925013,0.00008516789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003856989,"about_ca_system_score_gemma":0.0003901149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002260856,"about_ca_topic_score_gemma":0.00356293,"domain_scores_codex":[0.9998465,0.00003942225,0.00001812791,0.00002414801,0.00002720824,0.00004463405],"domain_scores_gemma":[0.9995257,0.0001008053,0.0001716204,0.00001864575,0.00005548245,0.0001277344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001576897,0.0001405347,0.9914243,0.00002696753,0.000118186,0.0001235335,0.00008039332,0.0001376493,0.0003800187,0.00001811661,0.0001141325,0.005859313],"study_design_scores_gemma":[0.00002798672,0.0007204951,0.9981586,0.0000116219,0.0001363189,0.0001812451,0.0002006589,0.0002063386,0.00008808246,0.00005304208,0.000210186,0.000005515381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983801,0.0007675147,0.00003368541,0.0001062986,0.00001260666,0.000006785137,0.0001143497,0.000001665618,0.0005769611],"genre_scores_gemma":[0.9995456,0.0001492382,0.00002472218,0.00003506423,0.00001203933,0.000004617097,0.0001317226,6.845355e-7,0.00009630197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002260856,"threshold_uncertainty_score":0.004495382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02211306675471101,"score_gpt":0.3493113478396945,"score_spread":0.3271982810849835,"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."}}