{"id":"W4292451894","doi":"10.1007/s12975-022-01073-w","title":"ASPECT Score and Its Application to Vasospasm in Aneurysmal Subarachnoid Haemorrhage: a Case–Control Study","year":2022,"lang":"en","type":"article","venue":"Translational Stroke Research","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Neuroradiology; Subarachnoid hemorrhage; Digital subtraction angiography; Vasospasm; Neurosurgery; Cerebral angiography; Angiography; Odds ratio; Rank correlation; Glasgow Outcome Scale; Computed tomography angiography; Stroke (engine); Neurology; Radiology; Surgery; Internal medicine; Glasgow Coma Scale","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008709254,0.0001374822,0.0002155271,0.0004829283,0.0006099325,0.00002909494,0.0001324953,0.00003758296,0.0003358794],"category_scores_gemma":[0.00003495627,0.0001381857,0.00004960209,0.0008456017,0.00004006767,0.00007512933,0.00005023138,0.0005987664,0.00004685995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356412,"about_ca_system_score_gemma":0.0001441328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003050834,"about_ca_topic_score_gemma":0.0004382667,"domain_scores_codex":[0.9976906,0.0002732143,0.0002754548,0.000478845,0.000904601,0.0003773517],"domain_scores_gemma":[0.9991388,0.0002390546,0.0000252654,0.0002413156,0.0001834962,0.0001720983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004940373,0.007348614,0.8374861,0.0002296152,0.0001753263,0.0104677,0.005497867,0.003031896,0.03400404,0.02029912,0.00009343296,0.07642585],"study_design_scores_gemma":[0.005865845,0.00251973,0.96614,0.000004559375,0.0001211821,0.003762909,0.001062674,0.01917482,0.000255594,0.0005914295,0.0002774977,0.0002237856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868261,0.000351006,0.0003587601,0.00716102,0.00001894292,0.003767231,0.000238825,0.00004532258,0.001232765],"genre_scores_gemma":[0.9971316,0.000001784287,0.0001543557,0.00009043753,0.0001018759,0.001805812,0.00004997984,0.0000222074,0.0006419086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1286538,"threshold_uncertainty_score":0.5635048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05732089909764868,"score_gpt":0.3515382662859524,"score_spread":0.2942173671883037,"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."}}