{"id":"W4387207717","doi":"10.1016/j.ijrobp.2023.06.2365","title":"Post-Hypofractionated Radiotherapy Neutrophil-to-Lymphocyte Ratio in Soft Tissue Sarcomas is a Prognostic Biomarker of Recurrence and Distant Metastases","year":2023,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Neutrophil to lymphocyte ratio; Soft tissue sarcoma; Radiation therapy; Absolute neutrophil count; Internal medicine; Sarcoma; Soft tissue; Myxofibrosarcoma; Leiomyosarcoma; Complete blood count; Cancer; Retrospective cohort study; Oncology; Lymphocyte; Radiology; Gastroenterology; Pathology; 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":[0.0004160326,0.000250297,0.0003524645,0.0005134416,0.0001494697,0.0004891495,0.000308601,0.0003108134,0.0007365791],"category_scores_gemma":[0.001189818,0.0001547799,0.0002191709,0.0003769942,0.0002151407,0.0003074278,0.0002419323,0.0003882659,0.0002056373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002981838,"about_ca_system_score_gemma":0.0002109488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005748105,"about_ca_topic_score_gemma":0.0007074198,"domain_scores_codex":[0.99977,0.00005969944,0.00002250698,0.00004368504,0.00006428392,0.00003983958],"domain_scores_gemma":[0.9994425,0.0001327927,0.0002476464,0.00004469007,0.00006634181,0.00006593247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004587878,0.0002026598,0.914277,0.00009599997,0.0002111908,0.0002911721,0.0001691266,0.0008022719,0.04733516,0.00009832351,0.0003616828,0.0315675],"study_design_scores_gemma":[0.00002374685,0.0009141729,0.990967,0.000008202152,0.0001490034,0.0009210538,0.00008140105,0.0008675884,0.005318981,0.0001003301,0.0006389854,0.000009548351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974241,0.001622215,0.0003029096,0.00004559507,0.00001335411,0.000009573192,0.00009221048,0.00001876617,0.0004712951],"genre_scores_gemma":[0.9994112,0.0001251972,0.0001071967,0.0000176478,0.00001145129,0.00000881346,0.0001101102,0.000003461276,0.0002049024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007365791,"threshold_uncertainty_score":0.002464056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02336593971934068,"score_gpt":0.347156317800413,"score_spread":0.3237903780810722,"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."}}