{"id":"W2897439316","doi":"10.1161/strokeaha.118.022167","title":"Impact of Hyperglycemia According to the Collateral Status on Outcomes in Mechanical Thrombectomy","year":2018,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network; University of Calgary","funders":"Medtronic","keywords":"Medicine; Solitaire Cryptographic Algorithm; Modified Rankin Scale; Collateral circulation; Stroke (engine); Revascularization; Internal medicine; Diabetes mellitus; Surgery; Radiology; Ischemia; Ischemic stroke; Myocardial infarction","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":[0.002177268,0.0002687448,0.0004764319,0.0006158139,0.0002060679,0.0007566552,0.000207564,0.0002668883,0.0007841711],"category_scores_gemma":[0.004567989,0.0001252372,0.0009018329,0.001234717,0.0003363975,0.0003154441,0.0004222854,0.0003475537,0.00008055523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002637081,"about_ca_system_score_gemma":0.0002725924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007938845,"about_ca_topic_score_gemma":0.001143369,"domain_scores_codex":[0.9987383,0.0005945767,0.0001960536,0.0001775555,0.0001763897,0.0001169618],"domain_scores_gemma":[0.9944056,0.001545487,0.003111577,0.0004228394,0.0001697981,0.0003446511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00200793,0.00002115806,0.9950303,0.00001773967,0.0003550485,0.00006786137,0.0000139512,0.0001355164,0.0001797812,0.00002465281,0.00005426264,0.002091746],"study_design_scores_gemma":[0.00003335822,0.0002330239,0.9984459,0.00001399111,0.0002600854,0.0002366466,0.00002344925,0.0004356983,0.0001353436,0.00008771513,0.00008939568,0.000005285163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984453,0.0007393841,0.0001442648,0.00003177756,0.000005517901,0.000008486896,0.0003413886,0.000001979993,0.000281982],"genre_scores_gemma":[0.999453,0.00009941549,0.00004935699,0.0000131613,0.00001368019,0.00000478405,0.0003473352,0.000001110271,0.00001808461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002177268,"threshold_uncertainty_score":0.0115146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032802374183359,"score_gpt":0.3325817104429923,"score_spread":0.3122536867011587,"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."}}