{"id":"W4288428459","doi":"10.1001/jamanetworkopen.2022.24157","title":"Analysis of Prescriptions for Dual Antiplatelet Therapy After Acute Ischemic Stroke","year":2022,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Antiplatelet Therapy and Cardiovascular Diseases","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"National Institutes of Health; American Stroke Association; Alexion Pharmaceuticals; Novo Nordisk; American Heart Association; Sanofi; AstraZeneca; National Institute on Aging; Eli Lilly and Company","keywords":"Medicine; Clopidogrel; Stroke (engine); Aspirin; Minor stroke; Medical prescription; Internal medicine; Ischemic stroke; Platelet aggregation inhibitor; Cardiology; Acute coronary syndrome; Emergency medicine; Physical therapy; Myocardial infarction; Ischemia","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":[0.001068256,0.000321333,0.0005260984,0.001076986,0.0004300136,0.0007605104,0.0007195093,0.0005809036,0.001380233],"category_scores_gemma":[0.004204094,0.0004315235,0.0009572953,0.002078209,0.0002514643,0.0004729464,0.0005973305,0.0006318701,0.0003105246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007570209,"about_ca_system_score_gemma":0.0007326186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01122873,"about_ca_topic_score_gemma":0.01329497,"domain_scores_codex":[0.9986389,0.0003577941,0.0002500861,0.0003502726,0.000241801,0.0001610368],"domain_scores_gemma":[0.9950548,0.0007581547,0.002942397,0.0004569394,0.0003949059,0.0003927762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001879661,0.00002728533,0.9991399,0.000007069744,0.00009033373,0.00002261447,0.00002757423,0.00004064851,0.00006258972,0.00000913946,0.00006379011,0.0003209574],"study_design_scores_gemma":[0.00001460877,0.00008468558,0.9992058,0.000004244366,0.00002717878,0.0000837539,0.00007732322,0.0003593528,0.00004204865,0.00001197019,0.00008550661,0.000003563244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984025,0.0000949647,0.00007493014,0.00002679844,0.000004845964,0.00001159568,0.001214564,0.000002277913,0.0001674291],"genre_scores_gemma":[0.9979084,0.00005790539,0.00008372912,0.00003063652,0.000009330548,0.00001885718,0.001746454,0.000002290903,0.0001425104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01122873,"threshold_uncertainty_score":0.02232677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01894580036171413,"score_gpt":0.281831645625049,"score_spread":0.2628858452633349,"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."}}