{"id":"W3165772724","doi":"10.3390/neurolint13020024","title":"Geriatric Neuro-Oncology in the Middle East: A Sultanate of Oman Experience","year":2021,"lang":"en","type":"article","venue":"Neurology International","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Incidence (geometry); Cancer; Brain tumor; Internal medicine; Cohort; Retrospective cohort study; Glasgow Coma Scale; Meningioma; Statistical significance; Pediatrics; Surgery; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007765672,0.00007161511,0.0001523589,0.0001109669,0.00001776027,0.000004418325,0.0001380934,0.00006446528,0.0003054855],"category_scores_gemma":[0.0002709078,0.00005231608,0.0000635664,0.0002007218,0.00007033527,0.00002836463,0.00004969374,0.0001544622,0.00001372617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001812575,"about_ca_system_score_gemma":0.00006695432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003546398,"about_ca_topic_score_gemma":0.00007570803,"domain_scores_codex":[0.9991537,0.0001042957,0.0002280683,0.00020242,0.0001900729,0.0001214274],"domain_scores_gemma":[0.9993726,0.0002448045,0.00007725931,0.0001677766,0.000110075,0.00002748964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006244258,0.003080752,0.9237949,0.00001667364,0.000117752,0.008734304,0.00593461,0.00008180858,0.04581324,0.007334914,0.002141127,0.002325461],"study_design_scores_gemma":[0.004606351,0.001072389,0.9340513,0.00001295853,0.0000597674,0.003129311,0.0007942905,0.0008815052,0.008015532,0.0003660921,0.04691862,0.00009185389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739331,0.0001089745,0.000004170844,0.01924785,0.0006303451,0.0001083484,0.000007361514,0.000007499971,0.005952361],"genre_scores_gemma":[0.995436,0.00005289713,0.00005938208,0.00424391,0.00008899301,0.00005953875,0.000019527,0.000005568929,0.00003418667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04477749,"threshold_uncertainty_score":0.3344852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0394170762440894,"score_gpt":0.3000212937064624,"score_spread":0.260604217462373,"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."}}