{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003628541,0.0001833292,0.0008881973,0.0002541833,0.00002635727,0.000005314047,0.0001820581,0.0001211491,0.0000816921],"category_scores_gemma":[0.001270697,0.0001609158,0.000529262,0.0003750509,0.0003354131,0.00003523671,0.0001025123,0.0002781248,0.0002450705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001801919,"about_ca_system_score_gemma":0.0001501102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001083278,"about_ca_topic_score_gemma":0.000005707779,"domain_scores_codex":[0.9977555,0.0003464661,0.0008700436,0.0004547678,0.0001864506,0.0003867246],"domain_scores_gemma":[0.9979033,0.0008537509,0.000124814,0.0006574393,0.00004571309,0.000414948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001151968,0.0003202483,0.9971254,0.0002411088,0.00006859454,0.00009032133,0.00004382849,0.0001816217,0.0003985815,0.00002836677,0.000410898,0.0009758282],"study_design_scores_gemma":[0.002541371,0.0006119453,0.9918221,0.00009846856,0.0002032309,0.00003286215,0.00005003202,0.004214681,0.00003846326,0.00006676784,0.0001935243,0.0001265991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980305,0.00003103871,0.00003103654,0.0005462012,0.000400856,0.0005306746,0.00002252931,0.0001031299,0.0003040613],"genre_scores_gemma":[0.9979463,0.0001358907,0.00001700126,0.0009534274,0.0002036004,0.00003705027,0.00005660183,0.00003283647,0.0006173296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005303351,"threshold_uncertainty_score":0.6561955,"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."}}