{"id":"W1973153166","doi":"10.1161/strokeaha.109.572693","title":"Quality of Care and Outcomes in Patients With Diabetes Hospitalized With Ischemic Stroke","year":2010,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Neurological Disorders and Stroke; Canadian Institutes of Health Research","keywords":"Medicine; Diabetes mellitus; Stroke (engine); Odds ratio; Internal medicine; Logistic regression; Emergency medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001376942,0.0002016111,0.000358199,0.0008624508,0.0003894732,0.0009703005,0.0004005567,0.0003846539,0.001186804],"category_scores_gemma":[0.01048217,0.0001713203,0.0005716528,0.001830275,0.0002705658,0.0005388714,0.0006492526,0.0008338165,0.00008712383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008644435,"about_ca_system_score_gemma":0.0006031549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01310764,"about_ca_topic_score_gemma":0.01262843,"domain_scores_codex":[0.9985539,0.0005681853,0.0002552278,0.0001372306,0.0002542769,0.0002311663],"domain_scores_gemma":[0.9907527,0.001565833,0.005893686,0.0002028894,0.000629696,0.000955146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002725198,0.00002317,0.9988858,0.000007482681,0.00006328115,0.00001341405,0.00002143357,0.0000399354,0.000005185114,0.000008984639,0.0000777551,0.0008263374],"study_design_scores_gemma":[0.000006818948,0.00004598106,0.999285,0.00001697517,0.00003309483,0.00005634932,0.0001167787,0.0003033205,0.00001506588,0.00004297108,0.00007405418,0.000003555617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975154,0.0009389118,0.0001024685,0.0004230427,0.00001519605,0.000008679744,0.0004490157,0.000003602764,0.0005435199],"genre_scores_gemma":[0.9992687,0.0001954205,0.0000617194,0.00005589416,0.00001619947,0.000004617297,0.0003647212,9.561119e-7,0.00003169259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01310764,"threshold_uncertainty_score":0.02606267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005282016750462298,"score_gpt":0.2448908137855359,"score_spread":0.2396087970350736,"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."}}