{"id":"W3199744435","doi":"10.34172/icnj.2021.27","title":"Geriatric Cerebrovascular Neurosurgery: Institutional Experience from Khoula Hospital","year":2021,"lang":"en","type":"article","venue":"International Clinical Neuroscience Journal","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Glasgow Coma Scale; Neurosurgery; Subarachnoid hemorrhage; Retrospective cohort study; Intracerebral hemorrhage; Population; Emergency medicine; Pediatrics; Surgery","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":[0.0002745128,0.0001751704,0.0002933884,0.0001149609,0.0003920865,0.0002851346,0.0004302804,0.00009031938,0.0007472432],"category_scores_gemma":[0.002131424,0.0001493117,0.0004941823,0.0004057534,0.0003617214,0.000461838,0.0001455315,0.0006322842,0.0001184799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008279459,"about_ca_system_score_gemma":0.0005704354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001374715,"about_ca_topic_score_gemma":0.00000183491,"domain_scores_codex":[0.9972041,0.0001186157,0.0008315776,0.0005790094,0.0009850949,0.0002816523],"domain_scores_gemma":[0.9982265,0.000251387,0.0002470219,0.0003171455,0.0005786809,0.0003792196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001712225,0.003497067,0.9558256,0.000004160443,0.00009722322,0.004433235,0.0001390792,0.0001226741,0.01782669,0.002952064,0.00354017,0.01139084],"study_design_scores_gemma":[0.001286186,0.000252696,0.942924,0.00003483872,0.0000649602,0.003747753,0.00003850058,0.00147559,0.0008302074,0.001062613,0.04810233,0.0001803396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739072,0.0001048242,0.002730013,0.01281115,0.008674757,0.0001121307,0.00003220492,0.00005167689,0.001576096],"genre_scores_gemma":[0.9897591,0.000519819,0.001540502,0.005155655,0.002041599,0.0000114172,0.00003250884,0.00001409676,0.0009252747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04456215,"threshold_uncertainty_score":0.8181788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04783326889679396,"score_gpt":0.3558107622486031,"score_spread":0.3079774933518091,"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."}}