{"id":"W4220671970","doi":"10.1161/strokeaha.121.038151","title":"Benefits of GLP-1 (Glucagon-Like Peptide 1) Receptor Agonists for Stroke Reduction in Type 2 Diabetes: A Call to Action for Neurologists","year":2022,"lang":"en","type":"article","venue":"Stroke","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Trillium Health Centre; Sunnybrook Health Science Centre; LMC Diabetes & Endocrinology (Canada)","funders":"University of Toronto","keywords":"Stroke (engine); Type 2 diabetes; Diabetes mellitus; Clinical trial; Receptor; Call to action; Disease; Neuroprotection; Type 2 Diabetes Mellitus","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":[0.0002491749,0.0001601877,0.0003254161,0.0002630099,0.00009338283,0.00001125964,0.0001018635,0.00004897604,0.00005539485],"category_scores_gemma":[0.00009426867,0.0001636692,0.0001389839,0.000216503,0.00002438774,0.00006284334,0.00008289611,0.0001063607,0.000006598353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002305266,"about_ca_system_score_gemma":0.00005407799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004963595,"about_ca_topic_score_gemma":0.00006145463,"domain_scores_codex":[0.9987279,0.00003194154,0.0002887493,0.000366051,0.0002205645,0.000364755],"domain_scores_gemma":[0.999366,0.00006359873,0.0001222166,0.0002606764,0.00009958062,0.00008789802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01603913,0.004354052,0.07836316,0.002028364,0.001484607,0.000007755499,0.002057944,0.01030967,0.3242018,0.001966539,0.1949387,0.3642483],"study_design_scores_gemma":[0.01241862,0.02655078,0.08656642,0.0001475029,0.0008146015,0.000004373254,0.001125482,0.000939812,0.06598418,0.0001336437,0.8046738,0.0006407889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933268,0.0002222459,0.00006009214,0.001853074,0.001420081,0.002348249,0.0003551189,0.00005399306,0.0003603897],"genre_scores_gemma":[0.9816387,0.00004784512,0.002464446,0.0003928367,0.0002015904,0.0015017,0.0004352688,0.00004044715,0.01327717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6097351,"threshold_uncertainty_score":0.6674235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03233677815345037,"score_gpt":0.288355682631964,"score_spread":0.2560189044785136,"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."}}