{"id":"W2136636834","doi":"10.1002/cncr.28890","title":"Simple prognostic score for metastatic castration‐resistant prostate cancer with incorporation of neutrophil‐to‐lymphocyte ratio","year":2014,"lang":"en","type":"article","venue":"Cancer","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Swiss Cancer Research Foundation; Prostate Cancer UK; National Institute for Health and Care Research; Cancer Research UK","keywords":"Medicine; Docetaxel; Prostate cancer; Neutrophil to lymphocyte ratio; Cohort; Internal medicine; Proportional hazards model; Oncology; Cancer; Receiver operating characteristic; Gastroenterology; Lymphocyte","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":[0.00106705,0.0005343645,0.0004189853,0.00110167,0.0001875258,0.0004211212,0.0004515505,0.0002296915,0.002564014],"category_scores_gemma":[0.003238802,0.0001144949,0.0004603307,0.0005021859,0.0002229066,0.0002858987,0.0004953161,0.0003797647,0.000455351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002668412,"about_ca_system_score_gemma":0.0003853916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009595539,"about_ca_topic_score_gemma":0.00153638,"domain_scores_codex":[0.9996326,0.0001154932,0.00004036323,0.00004955925,0.0001276079,0.00003432941],"domain_scores_gemma":[0.9983297,0.0004432207,0.000642993,0.00008686369,0.0002852614,0.0002119812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004661379,0.00004116637,0.9903954,0.00002864255,0.00009179263,0.00006617997,0.00002087211,0.001118007,0.0004525616,0.00003334473,0.000501422,0.006784482],"study_design_scores_gemma":[0.0001080873,0.0008227998,0.9741445,0.00001795936,0.0001741488,0.00117922,0.00004862708,0.02168358,0.0006626428,0.0002312228,0.0009068328,0.00002028718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957691,0.0003612224,0.002278592,0.0001122811,0.00002354958,0.00006799977,0.0007500587,0.00007363151,0.0005635826],"genre_scores_gemma":[0.9973891,0.0000591553,0.001440719,0.000008522016,0.00002139745,0.00002936855,0.0008798158,0.000003942361,0.0001679455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002564014,"threshold_uncertainty_score":0.008577466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345509512236455,"score_gpt":0.2955613440194855,"score_spread":0.2721062488971209,"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."}}