{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007371461,0.0004022733,0.0008171194,0.0006444837,0.0008217413,0.001603696,0.000607699,0.005231665,0.002120297],"category_scores_gemma":[0.007958922,0.0002571317,0.0003617766,0.0005987832,0.001136571,0.001033824,0.0002972514,0.007070243,0.001588466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001895245,"about_ca_system_score_gemma":0.001029976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006270726,"about_ca_topic_score_gemma":0.00817699,"domain_scores_codex":[0.9992938,0.000179767,0.0001269995,0.00008997817,0.0002027152,0.0001066725],"domain_scores_gemma":[0.9972921,0.001401837,0.0002575485,0.000114671,0.0006672346,0.0002666709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009014666,0.0002018306,0.08120728,0.0003652014,0.0001611175,0.1640434,0.0005811298,0.0004166344,0.005874557,0.005604128,0.6330697,0.1075737],"study_design_scores_gemma":[0.0005423893,0.0006716086,0.09461451,0.002124959,0.0004496097,0.3717954,0.002282819,0.00613552,0.008994455,0.02928473,0.4828573,0.000246643],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03085168,0.0203101,0.0009020633,0.9125187,0.0124633,0.00003673508,0.0002901984,0.00009664441,0.02253056],"genre_scores_gemma":[0.5234609,0.02684319,0.002023022,0.347655,0.07963929,0.00008476421,0.0002918057,0.00007526729,0.01992679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006270726,"threshold_uncertainty_score":0.01375103,"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."}}