{"id":"W3163828259","doi":"10.1007/s00345-021-03715-4","title":"Role of systemic immune-inflammation index in patients treated with salvage radical prostatectomy","year":2021,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"Medizinische Universität Wien; European Association of Urology","keywords":"Medicine; Prostatectomy; Internal medicine; Prostate cancer; Proportional hazards model; Logistic regression; Nephrology; Retrospective cohort study; Lymph node; Urology; Cohort; Gastroenterology; Cancer; Surgery; Oncology","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":[0.0002849243,0.0001908223,0.0003819892,0.0003347145,0.0002075331,0.0003823644,0.0002248994,0.0002576291,0.001040435],"category_scores_gemma":[0.001490758,0.000100393,0.0003359484,0.0005141466,0.0002455518,0.0002326136,0.0002387492,0.0003864038,0.0001191374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002023788,"about_ca_system_score_gemma":0.0003448391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000853942,"about_ca_topic_score_gemma":0.001227161,"domain_scores_codex":[0.9997701,0.00006099558,0.00002475805,0.00005468432,0.000051105,0.00003829972],"domain_scores_gemma":[0.9992235,0.0001074602,0.000434372,0.00003551381,0.00005305164,0.0001461344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001000669,0.00001215652,0.9984013,0.000007534692,0.0000277145,0.00006577032,0.00001074528,0.00004229295,0.0001358057,0.000005373839,0.00004054222,0.001150626],"study_design_scores_gemma":[0.000005815804,0.0001603379,0.9985878,0.000007538622,0.00004245442,0.0005748519,0.00005428077,0.0003138549,0.00009619336,0.00002201948,0.0001315979,0.000003186883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998463,0.0009579482,0.00009165661,0.00005767753,0.00001149451,0.000004417006,0.0001270536,0.000004400885,0.0002823419],"genre_scores_gemma":[0.999739,0.00007519822,0.0000352729,0.00001229239,0.00001333299,0.000002016702,0.00009108248,6.192128e-7,0.00003118995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001040435,"threshold_uncertainty_score":0.003480554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003808253291002845,"score_gpt":0.2164758848989452,"score_spread":0.2126676316079423,"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."}}