{"id":"W4289878480","doi":"10.1093/noajnl/vdac078.007","title":"BSCI-07 ACETYL-AMANTADINE AS A DIAGNOSTIC BIOMARKER IN PATIENTS WITH GLIOBLASTOMA","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Amino Acid Enzymes and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; Health Sciences Centre; Research Institute in Oncology and Hematology; University of Manitoba","funders":"","keywords":"Amantadine; Urine; Clinical significance; Internal medicine; Spermidine; Medicine; Chemistry; Pharmacology; Oncology; Enzyme","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":[],"consensus_categories":[],"category_scores_codex":[0.0001331438,0.0002140603,0.0002585549,0.0001007771,0.0001624176,0.000008144261,0.0002845417,0.00008999096,0.0001984579],"category_scores_gemma":[0.0002584242,0.000191774,0.00005607026,0.0002373066,0.0001552772,0.00001406099,0.0003198198,0.0002262161,0.00002435669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003738599,"about_ca_system_score_gemma":0.0001092158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000107654,"about_ca_topic_score_gemma":0.0001055186,"domain_scores_codex":[0.9984326,0.0001961339,0.000233605,0.0005307346,0.0002065503,0.0004003633],"domain_scores_gemma":[0.9992922,0.0001249471,0.0001384662,0.0003032711,0.00004814396,0.00009300096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008650776,0.002599046,0.569035,0.00005694134,0.0001722767,0.0005564092,0.0003449514,0.003105702,0.3141907,0.0004814313,0.01140066,0.08940607],"study_design_scores_gemma":[0.003870606,0.005731112,0.1173299,0.000005614538,0.00003204587,0.00006892501,0.0001460642,0.00001422252,0.01282529,0.00007025194,0.8595823,0.0003237165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951146,0.002228201,0.00004097556,0.000292501,0.0006027402,0.0003754118,0.00003781803,0.0000206548,0.001287092],"genre_scores_gemma":[0.9968697,0.0004369495,0.00018175,0.00188636,0.00008418465,0.0002205154,0.00008194391,0.00003467355,0.0002039364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8481816,"threshold_uncertainty_score":0.7820318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004000673529612341,"score_gpt":0.239557012955541,"score_spread":0.2355563394259287,"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."}}