{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001035648,0.000205153,0.0005453835,0.0001150152,0.00002077654,0.000009160009,0.00009885863,0.00007784364,0.00003811012],"category_scores_gemma":[0.00007764926,0.0001372354,0.00004995503,0.00009066093,0.0001789889,0.0000787959,0.00008165222,0.0002674743,0.00000168183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003165977,"about_ca_system_score_gemma":0.00003612316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005650514,"about_ca_topic_score_gemma":0.00006729579,"domain_scores_codex":[0.9987064,0.00001636909,0.0002878628,0.0002988997,0.0004215265,0.0002689243],"domain_scores_gemma":[0.9991252,0.00004932196,0.0001604487,0.0004304545,0.0001377967,0.00009677573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003732959,0.0001289655,0.9908566,0.0002134771,0.0001617977,0.00000222957,0.0002774226,2.319944e-7,0.006586449,0.00001771042,0.0002331979,0.001148613],"study_design_scores_gemma":[0.007618401,0.000828814,0.9811186,0.00006682055,0.00009093236,2.221193e-7,0.0004221819,0.000002122296,0.008974944,6.814928e-7,0.000720339,0.0001558967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987349,0.00004183713,0.000008089002,0.0001212197,0.0000531735,0.0006151337,0.0001334393,0.0000314014,0.01164675],"genre_scores_gemma":[0.9949428,0.000002782,0.004174103,0.00008506895,0.00001764743,0.00003149824,0.00005246358,0.00002529171,0.000668381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01097837,"threshold_uncertainty_score":0.5596298,"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."}}