{"id":"W2547772987","doi":"10.1097/ana.0000000000000382","title":"Serum Lactate is a Biomarker of Brain Tumor Metabolism","year":2016,"lang":"en","type":"letter","venue":"Journal of Neurosurgical Anesthesiology","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Biomarker; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005508956,0.0005059683,0.001435067,0.0002740978,0.00005175759,0.00001879613,0.0007466559,0.0009952972,0.0002626286],"category_scores_gemma":[0.0002876575,0.0003352373,0.001029838,0.0001388694,0.0004549362,0.000009646848,0.0001520718,0.0009387731,0.00001857452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001145896,"about_ca_system_score_gemma":0.0003075292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004879508,"about_ca_topic_score_gemma":8.166692e-7,"domain_scores_codex":[0.9964918,0.0006956396,0.001226079,0.0005445106,0.0004093632,0.0006326128],"domain_scores_gemma":[0.9970671,0.000232605,0.001571839,0.0005607162,0.0003884263,0.0001793389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000638994,0.00005111038,0.000151404,0.00007231053,0.000197683,0.0008048237,0.00001408522,7.119067e-7,0.168683,0.000008802089,0.824531,0.004846113],"study_design_scores_gemma":[0.001493773,0.0007031879,0.004826199,0.00006241172,0.000162774,0.005312463,0.000002692264,9.157961e-7,0.01274212,0.0001970441,0.9741459,0.000350507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5331485,0.01052786,0.00004227391,0.4501569,0.005147083,0.000309896,0.0002753886,0.00001323452,0.0003788506],"genre_scores_gemma":[0.02846563,0.006420833,0.000222339,0.922758,0.03366062,0.00001600246,0.00005620133,0.0002001226,0.008200254],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5046828,"threshold_uncertainty_score":0.9999099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641363499782906,"score_gpt":0.2527497813982558,"score_spread":0.2363361464004268,"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."}}