{"id":"W4399708328","doi":"10.1007/s11357-024-01237-6","title":"Cerebrovascular dysregulation and postoperative cognitive alterations after carotid endarterectomy","year":2024,"lang":"en","type":"article","venue":"GeroScience","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; Semmelweis Egyetem","keywords":"Carotid endarterectomy; Montreal Cognitive Assessment; Medicine; Perioperative; Cardiology; Neurocognitive; Internal medicine; Anesthesia; Cognition; Asymptomatic; Endarterectomy; Cognitive impairment; Carotid arteries; Psychiatry","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":[0.0001252021,0.0001361644,0.0001485585,0.00012257,0.0001415258,0.000203249,0.00003587504,0.00003586578,0.0002723449],"category_scores_gemma":[0.00004859463,0.000111082,0.0001150808,0.0002867886,0.0002364543,0.0003620946,0.0000358269,0.00009893288,0.00007425259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003628067,"about_ca_system_score_gemma":0.0001351785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000137471,"about_ca_topic_score_gemma":0.00001299762,"domain_scores_codex":[0.9989119,0.00003153118,0.0001347577,0.0004378583,0.0002833049,0.000200608],"domain_scores_gemma":[0.9995342,0.00004295446,0.00001210335,0.0001587227,0.00009454299,0.0001574383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002530666,0.0008197195,0.6984838,0.001192828,0.0008644686,0.0002070369,0.02973274,0.00004639704,0.1493876,0.006278211,0.002156297,0.1105779],"study_design_scores_gemma":[0.0009220289,0.0004802207,0.9750152,0.0005731453,0.0003147576,0.0005037129,0.0008580929,0.002520412,0.01633519,0.0001213818,0.002026015,0.0003298768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945236,0.0005570494,0.002406478,0.0005050343,0.0002445484,0.0004927232,0.00005000977,0.0001167384,0.001103811],"genre_scores_gemma":[0.998255,0.00004422353,0.0001667804,0.0006320403,0.00009779938,0.00009372218,0.0000307448,0.00001384472,0.0006658243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2765314,"threshold_uncertainty_score":0.4529793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00842344129286413,"score_gpt":0.2615022125047197,"score_spread":0.2530787712118556,"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."}}