{"id":"W4417031775","doi":"10.1161/strokeaha.125.053030","title":"Switching From Aspirin Monotherapy After Noncardioembolic Stroke: A Systematic Review and Network Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Stroke","topic":"Antiplatelet Therapy and Cardiovascular Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Antithrombotic; Aspirin; Stroke (engine); Ischemic stroke; Clinical trial; Fibrinolytic agent; Randomized controlled trial","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":[0.01829235,0.002532454,0.01527534,0.006810763,0.0006049904,0.002820991,0.002057507,0.001841434,0.002733581],"category_scores_gemma":[0.0394145,0.001344492,0.03531047,0.007917622,0.0006706038,0.001658333,0.00153447,0.001704339,0.0002328502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002395741,"about_ca_system_score_gemma":0.002813896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008708536,"about_ca_topic_score_gemma":0.01671902,"domain_scores_codex":[0.9839123,0.009319483,0.00337881,0.001677218,0.001275193,0.0004370493],"domain_scores_gemma":[0.9705231,0.02258058,0.00380761,0.001074123,0.001709387,0.0003051436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001557349,0.000023257,0.008140526,0.1240968,0.8582435,0.0001117782,0.00006597729,0.0007893858,0.0001193117,0.0001048891,0.0004732028,0.006273978],"study_design_scores_gemma":[0.0004499267,0.00009564612,0.004280363,0.007784749,0.9862235,0.00006229994,0.00002565974,0.0002722897,0.00005620805,0.0001687801,0.0005645447,0.00001599886],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01604845,0.9804631,0.001057731,0.00034882,0.000171609,0.000344336,0.001117114,0.0000426814,0.00040616],"genre_scores_gemma":[0.4938837,0.4972556,0.003805332,0.001154039,0.0003033825,0.001380804,0.001861986,0.00005078077,0.0003044142],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01829235,"threshold_uncertainty_score":0.09674037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03761483701011276,"score_gpt":0.3236575533452468,"score_spread":0.2860427163351341,"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."}}