{"id":"W3217781792","doi":"10.1016/j.neuchi.2021.10.001","title":"Angiographic vasospasm and delayed cerebral ischemia after subarachnoid hemorrhage: Moving from theoretical to practical research pertinent to neurosurgical care","year":2021,"lang":"en","type":"review","venue":"Neurochirurgie","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Vasospasm; Subarachnoid hemorrhage; Transcranial Doppler; Radiology; Angiography; Cerebral vasospasm; Ischemia; Cerebral angiography; Intensive care medicine; Anesthesia; 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":[0.000966003,0.001023309,0.002787596,0.004381642,0.0003283719,0.001903398,0.001199004,0.001600741,0.003070955],"category_scores_gemma":[0.001632904,0.0003683178,0.0007526958,0.004760865,0.000769334,0.001877923,0.0009415479,0.002152256,0.0009865913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000649282,"about_ca_system_score_gemma":0.001759587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001677088,"about_ca_topic_score_gemma":0.003997593,"domain_scores_codex":[0.9997008,0.00006238974,0.00006534206,0.00005484201,0.00009202763,0.00002473828],"domain_scores_gemma":[0.9990846,0.0005226007,0.000153841,0.00001752367,0.0001675847,0.00005379889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001678617,0.0001127959,0.0005398763,0.0596217,0.0003202102,0.0004360285,0.0001192899,0.0002363199,0.0007082789,0.002675456,0.04272055,0.8923416],"study_design_scores_gemma":[0.0001331342,0.0002973955,0.004377449,0.03878334,0.001604843,0.004473198,0.0003523798,0.0002463185,0.0003095691,0.00344446,0.945879,0.00009877884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003189117,0.999621,0.00002043411,0.0001050222,0.00009313111,0.000001362194,0.000006932962,0.000001566176,0.0001187509],"genre_scores_gemma":[0.0002221931,0.9993933,0.00004929548,0.0001165349,0.0001463265,0.000001703924,0.000009287634,3.916491e-7,0.00006100749],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004381642,"threshold_uncertainty_score":0.01027334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04860834567718908,"score_gpt":0.3712318189466969,"score_spread":0.3226234732695079,"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."}}