{"id":"W2463120290","doi":"","title":"The Alberta stroke program early CT score (ASPECTS) performed in real time shows good agreement with expert rating","year":2004,"lang":"en","type":"article","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Medical physics; Physical therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004885864,0.000830758,0.001122592,0.00291204,0.0003507384,0.001180882,0.0008657323,0.001425511,0.003943902],"category_scores_gemma":[0.02579138,0.0003357396,0.0009279997,0.001045791,0.0005713649,0.001124785,0.0009736351,0.0005780259,0.002049211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003206958,"about_ca_system_score_gemma":0.0003107299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004303809,"about_ca_topic_score_gemma":0.0107644,"domain_scores_codex":[0.9963629,0.0008330985,0.0006914716,0.0004050379,0.001489547,0.000217927],"domain_scores_gemma":[0.9883768,0.004349079,0.001679933,0.001057865,0.004044392,0.0004919517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003577716,0.0002907553,0.8388246,0.0004744018,0.002163994,0.001525794,0.000800089,0.002791953,0.01070919,0.0004576879,0.01113929,0.1272446],"study_design_scores_gemma":[0.0001757427,0.0005001332,0.9775245,0.0001235381,0.0004977469,0.004523582,0.0004642935,0.005772682,0.003572687,0.001305935,0.005443987,0.00009527133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8991546,0.004375577,0.01645081,0.0009087809,0.0005794876,0.0004230413,0.003167975,0.000763898,0.07417584],"genre_scores_gemma":[0.9855322,0.00105921,0.006431016,0.0003387313,0.0001714236,0.00008283711,0.00252361,0.0001057122,0.003755137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004885864,"threshold_uncertainty_score":0.02583927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02107481594285552,"score_gpt":0.2591261211748832,"score_spread":0.2380513052320277,"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."}}