{"id":"W1969091914","doi":"10.1016/j.cjca.2013.09.030","title":"Carotid Artery Stenting for Stroke Prevention","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Carotid endarterectomy; Stroke (engine); Carotid stenting; Stenosis; Revascularization; Endarterectomy; Stent; Myocardial infarction; Cardiology; Internal medicine; Gold standard (test); Surgery","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007303614,0.0004116744,0.001021951,0.002015721,0.000993777,0.001379258,0.0003185703,0.001540359,0.01454934],"category_scores_gemma":[0.003090861,0.0001794191,0.001087628,0.001736507,0.0003367661,0.000390087,0.0003743164,0.001795911,0.002105385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370637,"about_ca_system_score_gemma":0.005722197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02156617,"about_ca_topic_score_gemma":0.06590167,"domain_scores_codex":[0.9993771,0.00008414537,0.00005244064,0.00006061851,0.00029889,0.0001268533],"domain_scores_gemma":[0.9990395,0.0002287273,0.0001131674,0.00004784318,0.0003647426,0.0002059633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001395968,0.0008623156,0.02701313,0.001780177,0.0007421845,0.002068238,0.0001265336,0.0002268576,0.003065353,0.006649971,0.1217133,0.834356],"study_design_scores_gemma":[0.00200304,0.002968228,0.3968973,0.007779292,0.005242338,0.02010003,0.0005274664,0.001898138,0.003556572,0.02570565,0.5331365,0.0001854387],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09567294,0.4748667,0.00181078,0.07725143,0.01165587,0.0001814164,0.001076061,0.0003630999,0.3371217],"genre_scores_gemma":[0.5616084,0.350793,0.00386555,0.02066564,0.02827786,0.0001188258,0.00148268,0.00008180241,0.03310638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02156617,"threshold_uncertainty_score":0.04867238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512113809121375,"score_gpt":0.2359451379937191,"score_spread":0.2208239999025054,"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."}}