{"id":"W4389893427","doi":"10.1007/s00062-023-01365-0","title":"Symptomatic Non-stenotic Carotid Disease in Embolic Stroke of Undetermined Source","year":2023,"lang":"en","type":"article","venue":"Clinical Neuroradiology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"NoNO (Canada); University of Calgary; Centre Hospitalier de l’Université de Montréal; Alberta Hospital Edmonton; Hotchkiss Brain Institute; University of Alberta Hospital","funders":"Medizinische Universität Wien","keywords":"Medicine; Stroke (engine); Stenosis; Odds ratio; Cardiology; Internal medicine; Confidence interval; Carotid artery disease; Radiology; Etiology; Population; Carotid endarterectomy","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":[0.001392181,0.0003561795,0.0009393991,0.0003877187,0.0001498854,0.0003942124,0.0002383821,0.0004178243,0.001150231],"category_scores_gemma":[0.002172428,0.0001519416,0.0006709395,0.0004579537,0.0002867455,0.0002284812,0.000280035,0.0003448169,0.0001228095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159135,"about_ca_system_score_gemma":0.0003235663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004411373,"about_ca_topic_score_gemma":0.001002135,"domain_scores_codex":[0.9994354,0.0002531629,0.00009471048,0.00008699008,0.00008411747,0.00004563319],"domain_scores_gemma":[0.9988278,0.0004573023,0.0004657682,0.00005635819,0.00006206086,0.0001307546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07239024,0.001108488,0.83358,0.002960094,0.003040505,0.0005872738,0.0001155557,0.0004417405,0.003102394,0.0001904464,0.0005220461,0.08196108],"study_design_scores_gemma":[0.006762679,0.01155331,0.9758099,0.0002857983,0.001821614,0.001146498,0.00005496409,0.0006262418,0.0006735739,0.0002974436,0.000953562,0.00001440226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900837,0.008630322,0.0002218696,0.00009233259,0.00003133547,0.00005287248,0.0001441242,0.000005996904,0.0007374673],"genre_scores_gemma":[0.9973998,0.001887634,0.0001827165,0.00006947204,0.0000927271,0.00002676415,0.0002256646,0.000001183176,0.0001140341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001392181,"threshold_uncertainty_score":0.007362664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03183992891264871,"score_gpt":0.3344624634183666,"score_spread":0.3026225345057179,"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."}}