{"id":"W4311554357","doi":"10.3390/curroncol29120745","title":"Comparative Prospective and Longitudinal Analysis on the Platelet-to-Lymphocyte, Neutrophil-to-Lymphocyte, and Albumin-to-Globulin Ratio in Patients with Non-Metastatic and Metastatic Prostate Cancer","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Albumin; Prostate cancer; Lymphocyte; Globulin; Platelet; Cancer; Prostate; Neutrophil to lymphocyte ratio; Prospective cohort study; Internal medicine; Oncology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008634207,0.000277735,0.000318835,0.0006011907,0.0003224015,0.0004097319,0.0002420285,0.0005200256,0.0006920416],"category_scores_gemma":[0.003348074,0.0002422957,0.0002967516,0.000533481,0.0002552241,0.0004218406,0.0002823755,0.0005438772,0.0002262361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002241807,"about_ca_system_score_gemma":0.0002436067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00175139,"about_ca_topic_score_gemma":0.001389662,"domain_scores_codex":[0.9994637,0.0001786465,0.00004349576,0.0001417904,0.0000949052,0.00007740222],"domain_scores_gemma":[0.9976151,0.0006677535,0.000751376,0.0001938521,0.0003231305,0.0004487792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001032041,0.00001794709,0.9993744,0.000001259899,0.00001804603,0.00002377319,0.00001647092,0.00001495646,0.0001138012,0.000002738801,0.00001814484,0.0002953411],"study_design_scores_gemma":[0.000006566224,0.0001721299,0.9992462,0.000001275382,0.0000167047,0.0002096527,0.00004923466,0.0001743012,0.0000602274,0.000006785858,0.00005471287,0.000002309996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996322,0.00008436133,0.00005768611,0.00001265664,0.000003190307,0.000003624882,0.00009941113,0.000002312,0.0001045501],"genre_scores_gemma":[0.9996806,0.00002365966,0.00004651296,0.000009894231,0.000007111917,0.000005259946,0.0001880241,9.077894e-7,0.00003798544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00175139,"threshold_uncertainty_score":0.004566252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04500358742629644,"score_gpt":0.353795171353107,"score_spread":0.3087915839268105,"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."}}