{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02182479,0.00104356,0.002799586,0.002033007,0.001815378,0.007919282,0.001901027,0.01026745,0.01344926],"category_scores_gemma":[0.05038837,0.0007005328,0.003027419,0.001176781,0.002131169,0.008333559,0.002957256,0.01591926,0.003924259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002708245,"about_ca_system_score_gemma":0.008320495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003196466,"about_ca_topic_score_gemma":0.01147451,"domain_scores_codex":[0.9903613,0.006263422,0.0009657745,0.0004539129,0.001631282,0.0003243308],"domain_scores_gemma":[0.9541999,0.03120086,0.002934256,0.0009062676,0.006577027,0.004181643],"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":[0.001142508,0.0006400522,0.002731708,0.002603749,0.000385493,0.0004793864,0.000652013,0.0005051789,0.0006214515,0.003671748,0.4239713,0.5625954],"study_design_scores_gemma":[0.00319615,0.002260098,0.01980872,0.037432,0.001735856,0.001531849,0.00653226,0.003094913,0.0009147953,0.08878262,0.8340277,0.0006830911],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001373179,0.05592302,0.001136425,0.9347143,0.004175939,0.00004399653,0.0001452278,0.0000999383,0.00238803],"genre_scores_gemma":[0.05458546,0.2220275,0.05032608,0.6202817,0.04502337,0.0006768571,0.0007846543,0.0002075454,0.006086789],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02182479,"threshold_uncertainty_score":0.1154219,"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."}}