{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003460774,0.0001172647,0.000310974,0.00004916063,0.00005251185,0.000004250553,0.00005177615,0.00004678172,0.0004513724],"category_scores_gemma":[0.0000567145,0.0001069975,0.0002306603,0.00007134368,0.0001349752,0.00005865861,0.000058383,0.0001469369,0.00002580379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007340942,"about_ca_system_score_gemma":0.00002352705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001199378,"about_ca_topic_score_gemma":0.000001355066,"domain_scores_codex":[0.9991764,0.00006646111,0.0002078809,0.0002619505,0.0001302282,0.0001570421],"domain_scores_gemma":[0.9995095,0.00004006124,0.00009625311,0.0001093344,0.0001240039,0.000120866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002697455,0.0006413293,0.2633006,0.0005230648,0.002587914,0.00001341475,0.003287253,0.00005976878,0.7211114,0.0005205756,0.002020286,0.003236996],"study_design_scores_gemma":[0.002320707,0.001975937,0.985869,0.0001986237,0.000508095,0.00001590315,0.00166703,0.0002138797,0.006962776,0.00009359727,0.00006974064,0.0001047049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949801,0.0000516062,0.001690104,0.00005945287,0.00007247132,0.0002699361,0.00002332704,0.00006073814,0.002792272],"genre_scores_gemma":[0.9984794,0.000003970762,0.00001616012,0.0007821491,0.0004527077,0.00001781607,0.0001736153,0.00001584095,0.00005838217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7225684,"threshold_uncertainty_score":0.4942212,"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."}}