{"id":"W3129852255","doi":"10.1134/s0362119720080101","title":"Internal Carotid Artery Stenting: Predictive Screening of Cognitive Function","year":2020,"lang":"en","type":"article","venue":"Human Physiology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal carotid artery; Montreal Cognitive Assessment; Angioplasty; Stenosis; Restenosis; Stroke (engine); Carotid endarterectomy; Internal medicine; Cardiology; Carotid stenting; Radiology; Asymptomatic; Surgery; Stent; Cognitive impairment","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":[0.0006399043,0.0004212132,0.0003013817,0.0008156321,0.0002726153,0.0006114796,0.0002502051,0.0004986416,0.001238193],"category_scores_gemma":[0.002536046,0.0001508286,0.0004706716,0.0007283006,0.0002178321,0.000278555,0.0002853242,0.0005705777,0.0002589641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539709,"about_ca_system_score_gemma":0.0002840661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001749612,"about_ca_topic_score_gemma":0.001779829,"domain_scores_codex":[0.9996673,0.00009464784,0.00003583968,0.00005330205,0.00008358125,0.00006532828],"domain_scores_gemma":[0.9986658,0.0003405771,0.0004918348,0.00006635123,0.0001856628,0.0002497108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001592955,0.00003855044,0.9984112,0.00000461712,0.00002936398,0.00005818628,0.0000101579,0.00003832916,0.0001092268,0.000005348195,0.00003809266,0.001097686],"study_design_scores_gemma":[0.000004292756,0.0001723474,0.9989259,0.000003861773,0.00003268522,0.0002789615,0.00002656114,0.0003767989,0.0000932731,0.00001949765,0.00006346622,0.000002314097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986578,0.000371755,0.00008751396,0.00003946956,0.00001377854,0.000005085982,0.0001296729,0.000005670442,0.0006892006],"genre_scores_gemma":[0.9996835,0.00006382877,0.00004636301,0.000009793913,0.00001817067,0.000002445454,0.00008854026,6.626453e-7,0.00008672519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001749612,"threshold_uncertainty_score":0.004142165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02612838222057183,"score_gpt":0.2587044731537382,"score_spread":0.2325760909331664,"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."}}