{"id":"W4388275890","doi":"10.20944/preprints202311.0062.v1","title":"Effects of Carotid Artery Stent (CAS) on Cognitive Function in Patients with Symptomatic Carotid Stenosis using MoCa Scale and Neuroimaging Test","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neuroimaging; Cognition; Stenosis; Internal medicine; Cardiology; Montreal Cognitive Assessment; Radiology; Angioplasty; Stent; Disease; Psychiatry; Dementia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004757894,0.0002409818,0.0003105018,0.0006005386,0.0002900389,0.000450339,0.0001526155,0.0003617797,0.001144569],"category_scores_gemma":[0.001907393,0.0001026932,0.0004734572,0.0004227546,0.0002000009,0.0003311489,0.0002742862,0.0004186642,0.0002720249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695772,"about_ca_system_score_gemma":0.0002321448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009761727,"about_ca_topic_score_gemma":0.001858047,"domain_scores_codex":[0.99965,0.00008247839,0.00005138772,0.00006500138,0.00009342746,0.00005768439],"domain_scores_gemma":[0.9989844,0.0002015838,0.0004730937,0.00004519536,0.0001319858,0.0001637399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002758739,0.00009388366,0.9975622,0.000011062,0.00004507625,0.0001377694,0.00003416406,0.00002489423,0.0001063785,0.000006819524,0.00005697243,0.001645069],"study_design_scores_gemma":[0.000005633727,0.0004762542,0.9988413,0.000004760594,0.00003028603,0.0003300251,0.00005762388,0.000089163,0.00006132894,0.00001339882,0.00008595912,0.000004151306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988374,0.0003484371,0.0000453718,0.00003321565,0.000009969315,0.00000784497,0.0001077078,0.000002419311,0.0006076469],"genre_scores_gemma":[0.9994553,0.0001025535,0.00005837197,0.00002098237,0.0000181179,0.000007132052,0.000140897,7.289742e-7,0.000195968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001144569,"threshold_uncertainty_score":0.003828943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03656328426036977,"score_gpt":0.2753565752841376,"score_spread":0.2387932910237678,"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."}}