{"id":"W3166222017","doi":"10.3390/cancers13112844","title":"Prognostic Association between Common Laboratory Tests and Overall Survival in Elderly Men with De Novo Metastatic Castration Sensitive Prostate Cancer: A Population-Based Study in Canada","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of British Columbia; BC Cancer Agency; Princess Margaret Cancer Centre; University of Calgary; University of Ottawa; McGill University; University of Alberta; Ottawa Hospital; Jewish General Hospital; University of Toronto; Cancer Care Ontario; McMaster University; Juravinski Cancer Centre; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Prostate cancer; Internal medicine; Neutrophil to lymphocyte ratio; Cohort; Proportional hazards model; Population; Oncology; Prostate-specific antigen; Multivariate analysis; Cancer; Retrospective cohort study; Lymphocyte","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003391398,0.0002073537,0.0003772601,0.0007256424,0.001061442,0.0007393802,0.0005052632,0.0002534196,0.0008571191],"category_scores_gemma":[0.001091119,0.000197102,0.0004135084,0.002171097,0.0004170762,0.0002097521,0.0004282448,0.0004251826,0.00008364546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006763137,"about_ca_system_score_gemma":0.006343756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9233308,"about_ca_topic_score_gemma":0.9461293,"domain_scores_codex":[0.9996303,0.00002367903,0.00003326758,0.00008680101,0.0001256898,0.0001002058],"domain_scores_gemma":[0.9990861,0.00005795653,0.0002553621,0.00004461036,0.000331216,0.0002247579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003154204,0.000007578301,0.9987722,0.000008461199,0.00002171879,0.00003487225,0.0000662208,0.00002757039,0.00008782063,0.00001393341,0.0001149578,0.0008130932],"study_design_scores_gemma":[0.000003256062,0.00001273977,0.9994553,0.000005935854,0.00001566839,0.00006770944,0.0001289111,0.0001042534,0.00002074397,0.000007122774,0.0001755713,0.000002728477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974676,0.0006232231,0.00006414487,0.00007783442,0.000003926787,0.00001374879,0.00124165,0.000003177427,0.0005045903],"genre_scores_gemma":[0.9989626,0.0002584507,0.0000543752,0.0000290848,0.000003777228,0.000003624133,0.0005651487,9.788581e-7,0.0001219493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07666922,"threshold_uncertainty_score":0.1542414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199120178765816,"score_gpt":0.3066518634520079,"score_spread":0.2867398455754263,"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."}}