{"id":"W1973604174","doi":"10.1016/j.ejca.2010.02.052","title":"The prognostic value of erythrocyte polyamines in the preoperative evaluation of patients with renal cell carcinoma","year":2010,"lang":"en","type":"article","venue":"European Journal of Cancer","topic":"Polyamine Metabolism and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Spermidine; Spermine; Nephrectomy; Polyamine; Renal cell carcinoma; Medicine; Internal medicine; Stage (stratigraphy); Gastroenterology; Oncology; Urology; Biology; Kidney; Biochemistry","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":[0.0008203656,0.00006335643,0.0000797748,0.00002153366,0.00003956073,0.000008509236,0.0002338767,0.00001209878,0.000004927747],"category_scores_gemma":[0.00009661817,0.00003097025,0.00003562272,0.00007895569,0.0001032403,0.000005212007,0.00002312376,0.0001036235,2.742099e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000337209,"about_ca_system_score_gemma":0.0001385963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008467558,"about_ca_topic_score_gemma":0.00005242084,"domain_scores_codex":[0.9990566,0.0002827785,0.0002506046,0.00006804923,0.0002670825,0.00007484846],"domain_scores_gemma":[0.9989579,0.00002511991,0.0003300968,0.0001661218,0.0005009086,0.00001982484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004322693,0.0003533958,0.2929049,0.00002151947,0.00007546927,0.000001699898,0.001351284,0.0008350045,0.6744773,0.0001630543,0.0008483024,0.02853581],"study_design_scores_gemma":[0.0009592633,0.0002713028,0.865721,0.00001203406,0.00007926221,0.000002196574,0.00008453627,0.00003018447,0.1295735,0.000009466915,0.003215019,0.00004219886],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996926,0.001869041,0.00007472401,0.0001193639,0.00007451459,0.0001876749,0.0000165412,3.129117e-7,0.0007318969],"genre_scores_gemma":[0.9995381,0.0000692336,0.0001321512,0.00002824669,0.0001679083,0.00000717681,0.000005277939,0.000008176068,0.00004376555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5728162,"threshold_uncertainty_score":0.126293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007707414319314905,"score_gpt":0.2512309264133543,"score_spread":0.2435235120940394,"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."}}