{"id":"W4384070587","doi":"10.1093/noajnl/vdad071.050","title":"EVALUATING HUMAN MICROBIOME SIGNATURES ASSOCIATED WITH DEVELOPMENT, OUTCOME, AND TREATMENT RESPONSE IN GLIOMA AND BRAIN METASTASIS: A SCOPING REVIEW","year":2023,"lang":"en","type":"review","venue":"Neuro-Oncology Advances","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Microbiome; Glioma; Dysbiosis; Human Microbiome Project; Human microbiome; Medicine; Brain tumor; Human brain; Bioinformatics; Oncology; Biology; Pathology; Cancer research","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":[0.01170676,0.001495922,0.007605938,0.01759027,0.0009395097,0.003965401,0.001678204,0.002621986,0.004769246],"category_scores_gemma":[0.06606033,0.001012188,0.00872229,0.01602994,0.00108182,0.002833357,0.00209193,0.0012403,0.0004635871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003845401,"about_ca_system_score_gemma":0.01240792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01009459,"about_ca_topic_score_gemma":0.01743283,"domain_scores_codex":[0.9919134,0.002434797,0.003652238,0.0006490009,0.001077713,0.0002727843],"domain_scores_gemma":[0.9495317,0.03730609,0.007752744,0.0006110198,0.004469292,0.0003292755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002023815,0.00002552433,0.00198111,0.9213378,0.008741407,0.0001236112,0.0003085242,0.0001589642,0.0002022468,0.0004158923,0.002026035,0.06447672],"study_design_scores_gemma":[0.00006229206,0.000122447,0.005217907,0.9378092,0.03951907,0.0002856701,0.0003430009,0.00008467447,0.0001604493,0.0003752762,0.01598618,0.00003391671],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001090026,0.9971982,0.0001677973,0.0003640298,0.0001266325,0.0002201684,0.0005023328,0.000005295556,0.0003254558],"genre_scores_gemma":[0.01429307,0.9833113,0.0005842938,0.0004964534,0.0001196374,0.0005774288,0.0004717666,0.000006814845,0.0001392532],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01759027,"threshold_uncertainty_score":0.061912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1283522921501114,"score_gpt":0.4777774557024245,"score_spread":0.3494251635523131,"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."}}