{"id":"W4388588383","doi":"10.1093/neuonc/noad179.0051","title":"BIOM-40. THERABIOME-GBM: THERAPEUTIC OUTCOMES RELATED TO GUT MICROBIOME IN GLIOBLASTOMA (GBM) PATIENTS RECEIVING CHEMO-RADIATION: A PROSPECTIVE OBSERVATIONAL STUDY","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Temozolomide; Medicine; Internal medicine; Oncology; Adjuvant; Observational study; Clinical endpoint; Prospective cohort study; Radiation therapy; Colorectal cancer; Randomized controlled trial; Cancer","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":[0.0008690399,0.000381178,0.0006469764,0.0005822123,0.0008333876,0.0008435811,0.0004638923,0.0006598501,0.002929883],"category_scores_gemma":[0.001779802,0.0003659867,0.001327077,0.001458144,0.0002338525,0.0007153517,0.0009544447,0.001132873,0.000932043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004979994,"about_ca_system_score_gemma":0.0008491914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005032239,"about_ca_topic_score_gemma":0.006395247,"domain_scores_codex":[0.9993229,0.0001484599,0.0001293199,0.0001856126,0.00009231195,0.0001213603],"domain_scores_gemma":[0.9988864,0.0001112805,0.0005711478,0.00008196109,0.0001462598,0.0002030478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001575078,0.0002554524,0.9926675,0.0003677006,0.0004701575,0.00006273608,0.0001349438,0.00004784864,0.0003466693,0.00007257538,0.0012419,0.002757422],"study_design_scores_gemma":[0.0001963279,0.001097342,0.9942377,0.0001313042,0.0005586997,0.0002736202,0.0004312076,0.0001950437,0.0001261083,0.0001150589,0.002619346,0.00001831768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846961,0.001972354,0.0003185599,0.0002490025,0.00003575698,0.0002056083,0.01121449,0.0000110419,0.001297026],"genre_scores_gemma":[0.9923186,0.0005771603,0.0004295442,0.0002680307,0.00003980443,0.0003882759,0.005324984,0.000008558142,0.0006450985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005032239,"threshold_uncertainty_score":0.01000589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321680355414979,"score_gpt":0.3412842826837754,"score_spread":0.2980674791296256,"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."}}