{"id":"W2976169840","doi":"10.1093/nop/npz040","title":"Geriatric assessment of glioblastoma patients is feasible and may provide useful prognostic information","year":2019,"lang":"en","type":"article","venue":"Neuro-Oncology Practice","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hazard ratio; Cohort; Confidence interval; Proportional hazards model; Glioblastoma; Internal medicine; Prospective cohort study; Oncology; Cohort study; Clinical trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002183555,0.0001553155,0.000333742,0.0002166483,0.00004786459,0.00002746154,0.00005775882,0.0001242491,0.0001008115],"category_scores_gemma":[0.001082449,0.000130088,0.0000513883,0.00026841,0.00004044626,0.0008394865,0.00008460868,0.0002066908,0.0001241813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001316055,"about_ca_system_score_gemma":0.0002796145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000324126,"about_ca_topic_score_gemma":0.000002748806,"domain_scores_codex":[0.9986904,0.0001513905,0.0003895706,0.0002338144,0.000323909,0.000210977],"domain_scores_gemma":[0.9975661,0.00117708,0.0005185981,0.000265599,0.0003581409,0.0001144963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005933358,0.001727379,0.9828027,0.0001965059,0.0001116433,0.00004806676,0.0002789796,0.000006133291,0.00169272,0.0001689326,0.002858456,0.009515128],"study_design_scores_gemma":[0.006923136,0.008636506,0.8068706,0.00003857666,0.0006206802,0.0002434571,0.0001876073,0.0002701905,0.002961491,0.00001097473,0.1731159,0.0001209004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984567,0.0000505029,0.000007849932,0.004621451,0.0003206001,0.001802768,0.00001364723,0.00003332538,0.008582824],"genre_scores_gemma":[0.9950125,0.0001209182,0.001779873,0.002887811,0.00002877974,0.0001023086,0.00002105628,0.0000141828,0.00003257874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1759322,"threshold_uncertainty_score":0.5304835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131586231984985,"score_gpt":0.3088848078859269,"score_spread":0.2975689455660771,"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."}}