{"id":"W4399150853","doi":"10.1038/s41585-024-00899-3","title":"Rediscovering citrate as a biomarker for prostate cancer","year":2024,"lang":"en","type":"review","venue":"Nature Reviews Urology","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Université Laval; Centre hospitalier de l'Université Laval","funders":"","keywords":"Prostate cancer; Biomarker; Oncology; Cancer; Medicine; Internal medicine; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001375006,0.001152405,0.002161819,0.00237513,0.0002217295,0.001489776,0.001095659,0.001892043,0.002421926],"category_scores_gemma":[0.001735766,0.0003815279,0.0007970697,0.002025303,0.0007854758,0.001307431,0.0009533723,0.003408385,0.002134258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008937718,"about_ca_system_score_gemma":0.001518551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001665385,"about_ca_topic_score_gemma":0.003256126,"domain_scores_codex":[0.9996461,0.00007588763,0.0000379519,0.00005953785,0.0001467803,0.00003375873],"domain_scores_gemma":[0.9991964,0.0004181917,0.00007520177,0.00002273802,0.0002175428,0.00007004658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001678421,0.00005742631,0.0003132981,0.008150794,0.0001717207,0.0001806368,0.00002477233,0.0002713834,0.001500839,0.004790661,0.06621923,0.9181516],"study_design_scores_gemma":[0.00007336674,0.0001342894,0.001004783,0.003250813,0.000274962,0.0009756778,0.00003908354,0.0001629387,0.0008548272,0.004227408,0.9889632,0.0000385689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000405639,0.9987398,0.00009998318,0.0004554923,0.000365133,0.000002022751,0.00001661469,0.000007257857,0.0002731299],"genre_scores_gemma":[0.0005131761,0.9977611,0.0001524115,0.0006368288,0.0004983256,0.000004667489,0.00003436686,0.000002037644,0.0003971322],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002421926,"threshold_uncertainty_score":0.008102119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02733314246447912,"score_gpt":0.3782920269637098,"score_spread":0.3509588844992307,"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."}}