{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003864079,0.0004220508,0.0002713393,0.0008371797,0.002087658,0.0008126132,0.0003166385,0.0004444015,0.001892055],"category_scores_gemma":[0.0005286298,0.0001931561,0.0002342321,0.001921622,0.0006325599,0.0008215659,0.00140648,0.0003938894,0.0002641681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001643726,"about_ca_system_score_gemma":0.002330909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01952522,"about_ca_topic_score_gemma":0.05896148,"domain_scores_codex":[0.9997529,0.00004552475,0.0000276559,0.00002271762,0.00003645576,0.0001146883],"domain_scores_gemma":[0.9997178,0.00002448554,0.00007808115,0.000008450008,0.00003794807,0.0001333343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001150395,0.0003603882,0.9150785,0.0003876942,0.00007504594,0.02234042,0.01739165,0.0000648608,0.001092681,0.0008581806,0.006008314,0.03622722],"study_design_scores_gemma":[0.00002781712,0.0003083469,0.8878063,0.0005109809,0.00009256372,0.017792,0.06538006,0.000196919,0.0002676061,0.000470393,0.0271053,0.00004166456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913121,0.003525804,0.00005188219,0.002689943,0.00009957908,0.00002374429,0.0001146167,0.000004739578,0.002177577],"genre_scores_gemma":[0.98851,0.007878667,0.0001471547,0.00201191,0.0001242878,0.00003220225,0.0001719353,0.000006370298,0.001117474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01952522,"threshold_uncertainty_score":0.03882319,"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."}}