{"id":"W4249003897","doi":"10.1016/j.surneu.2007.07.053","title":"Commentary","year":2008,"lang":"en","type":"article","venue":"Surgical Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Basilar artery; Cerebral vasospasm; Vasospasm; Lumen (anatomy); Anesthesia; Subarachnoid hemorrhage; Saline; Ischemia; Internal medicine; Cardiology","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":[0.009842469,0.001245971,0.002246337,0.001852296,0.008727079,0.008919684,0.005541486,0.112153,0.03893788],"category_scores_gemma":[0.08651344,0.001326706,0.003165788,0.001760673,0.004979861,0.005443817,0.005423776,0.06998248,0.02177991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01025544,"about_ca_system_score_gemma":0.0164963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01983588,"about_ca_topic_score_gemma":0.029656,"domain_scores_codex":[0.9885938,0.002240214,0.001052739,0.001850525,0.00384923,0.002413521],"domain_scores_gemma":[0.9516642,0.02721891,0.002573248,0.001377915,0.01124715,0.005918548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001840763,0.000003988358,0.00005995202,0.0000569962,0.00001035551,0.0001898185,0.0000929925,0.00001170693,0.00003136655,0.001557984,0.996447,0.001519437],"study_design_scores_gemma":[0.00006429225,0.00001286875,0.000379704,0.000636592,0.00003974719,0.0002609977,0.0003915348,0.000035092,0.0001007965,0.002825017,0.995217,0.00003645485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001346248,0.001466282,0.00004053211,0.9204272,0.07311408,0.00001668018,0.00007986755,0.00001787903,0.004702893],"genre_scores_gemma":[0.000736582,0.0003818781,0.00003582594,0.9683049,0.02264692,0.00002947861,0.00002082689,0.00001647009,0.00782703],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.112153,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03003143734290527,"score_gpt":0.3053455149543507,"score_spread":0.2753140776114454,"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."}}