{"id":"W4321459068","doi":"10.1017/cjn.2023.28","title":"Physician Approaches to Antithrombotic Therapies for Recently Symptomatic Carotid Stenosis","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury Alberta; NOSM University; University of Calgary","funders":"Mitsubishi Tanabe Pharma Corporation; Alberta Innovates; Heart and Stroke Foundation of Canada; Canadian Cardiovascular Society; Canadian Institutes of Health Research; Sunnybrook Research Institute; Alberta Health Services; American Heart Association","keywords":"Medicine; Antithrombotic; Stenosis; Stroke (engine); Carotid endarterectomy; Carotid stenting; Intensive care medicine; Fibrinolytic agent; Clinical trial; Endarterectomy; Regimen; Internal medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01355982,0.0003016962,0.0002520548,0.0008204686,0.00403423,0.00252467,0.001032226,0.001943892,0.002135385],"category_scores_gemma":[0.03149128,0.0003153656,0.0003038183,0.0006613945,0.006089836,0.002297971,0.002383763,0.001865667,0.0002046343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003770225,"about_ca_system_score_gemma":0.005591667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00416522,"about_ca_topic_score_gemma":0.006218418,"domain_scores_codex":[0.9799607,0.01674414,0.0005576742,0.0004982448,0.001296946,0.0009421852],"domain_scores_gemma":[0.9447237,0.04600676,0.004215812,0.0005342193,0.002336682,0.002182846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006552559,0.00006031149,0.009634414,0.0005095411,0.00001209392,0.001094961,0.9724668,0.0001340432,0.001309869,0.003780359,0.00184589,0.009086275],"study_design_scores_gemma":[0.00002200731,0.00009743326,0.00415981,0.0005078484,0.00001178228,0.0009080293,0.9689371,0.0003055024,0.0004584415,0.001744251,0.02282041,0.00002738256],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440445,0.00209238,0.01008834,0.02859019,0.0002382718,0.0002846564,0.000141178,0.00003601586,0.01448446],"genre_scores_gemma":[0.9927637,0.0008184315,0.002667834,0.002664432,0.00004851377,0.00009676321,0.00002528291,0.000007862042,0.0009072828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01355982,"threshold_uncertainty_score":0.07171202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09208510416937425,"score_gpt":0.2781838023194403,"score_spread":0.1860986981500661,"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."}}