{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002084266,0.000213563,0.0003677703,0.0001309198,0.000102043,0.000028722,0.00008622895,0.00004326742,0.00007432906],"category_scores_gemma":[0.000145224,0.0001695159,0.00007394955,0.0003294098,0.0001158855,0.000134525,0.00002039584,0.00005786768,0.000003951421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002689752,"about_ca_system_score_gemma":0.0009938206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000115976,"about_ca_topic_score_gemma":0.0004411192,"domain_scores_codex":[0.998576,0.00005023515,0.0004154849,0.0003534372,0.0003223995,0.0002823924],"domain_scores_gemma":[0.9984746,0.00008243119,0.0002941282,0.0003008773,0.0006492369,0.0001987491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02516237,0.0005904235,0.6142361,0.008230683,0.001555646,0.00006262003,0.001966004,0.01050281,0.2717896,0.003223542,0.006779355,0.05590086],"study_design_scores_gemma":[0.01986511,0.004838756,0.6042626,0.003187156,0.004147138,0.00002926891,0.0003943921,0.02230757,0.3223861,0.00173718,0.01550883,0.001335891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906012,0.0005830249,0.003781188,0.0007642623,0.0001595533,0.003661148,0.000281186,0.00006218265,0.0001062239],"genre_scores_gemma":[0.9913665,0.00003401119,0.004138983,0.0004752721,0.000183802,0.003479062,0.0001233393,0.00005316267,0.0001458677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05456497,"threshold_uncertainty_score":0.6912657,"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."}}