{"id":"W3136555757","doi":"10.3390/curroncol28020122","title":"The Influence of Gene Aberrations on Survival in Resected IDH Wildtype Glioblastoma Patients: A Single-Institution Study","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministerstvo Zdravotnictví Ceské Republiky; Ministerstvo Školství, Mládeže a Tělovýchovy","keywords":"Medicine; Oncology; Internal medicine; Gene duplication; Proportional hazards model; Population; IDH1; Mdm2; Pathology; Gene; Mutation; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003010945,0.0002602237,0.0004777058,0.0007919261,0.0003751316,0.0004624691,0.0002370447,0.0002384917,0.0008806546],"category_scores_gemma":[0.001091711,0.0002438331,0.0003263194,0.0007026929,0.0003053938,0.0003350478,0.0004508574,0.0002891289,0.0002684836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002901155,"about_ca_system_score_gemma":0.0002868524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002141586,"about_ca_topic_score_gemma":0.003140735,"domain_scores_codex":[0.9997014,0.00005377387,0.00003512529,0.0001064476,0.00004988693,0.00005321564],"domain_scores_gemma":[0.999298,0.0001038364,0.0002528468,0.0000970163,0.0000771026,0.0001711759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001697207,0.00002615092,0.9979022,0.000004356125,0.00003616706,0.0002148564,0.00005428304,0.00002737072,0.0005057154,0.000004550106,0.00002638396,0.001028294],"study_design_scores_gemma":[0.000006661993,0.0002141281,0.9983766,0.000001933241,0.00003047778,0.0008697209,0.0001343251,0.00009813966,0.0001411189,0.00001220265,0.0001103813,0.000004281796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997364,0.00005130407,0.00003718931,0.000003981318,0.000001103822,0.000003351673,0.00009109284,0.000001507194,0.00007409095],"genre_scores_gemma":[0.9996706,0.00003800739,0.00003971283,0.00000750124,0.000003084927,0.000003757958,0.0001937381,0.00000153539,0.00004205614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002141586,"threshold_uncertainty_score":0.004258275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06746804434593474,"score_gpt":0.3771367120202367,"score_spread":0.309668667674302,"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."}}