{"id":"W4225818207","doi":"","title":"Diagnostic Values of Serum Levels of Homocysteine, Heat Shock Protein 70 and High-Sensitivity C-Reactive Protein for Predicting Vascular Cognitive Impairment","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Cognitive impairment; Homocysteine; Hsp70; Cognition; Montreal Cognitive Assessment; C-reactive protein; Disease; Gastroenterology; Heat shock protein; Psychiatry; Inflammation; Biology; Biochemistry","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":[0.0009657572,0.0008098095,0.000453814,0.002017694,0.0003657291,0.0006644565,0.0003772182,0.000645261,0.0005986973],"category_scores_gemma":[0.002245738,0.0002181489,0.0004290029,0.0007091854,0.0003213992,0.0004539253,0.0004418113,0.0005461203,0.0001539712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002752374,"about_ca_system_score_gemma":0.0003922016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001376632,"about_ca_topic_score_gemma":0.001822285,"domain_scores_codex":[0.9995688,0.0001144361,0.00007752997,0.00006437852,0.0001046512,0.00007023633],"domain_scores_gemma":[0.9989848,0.0002699018,0.0002559484,0.00005194222,0.0002005748,0.000236911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005995098,0.00009800687,0.99468,0.00001710124,0.00007271509,0.0001497171,0.00003389848,0.00012151,0.0007716204,0.00002240548,0.0001033628,0.003330105],"study_design_scores_gemma":[0.0000738958,0.0005254718,0.9938422,0.00001839937,0.0001623484,0.000794504,0.0002111477,0.003133785,0.0008073816,0.0001894641,0.0002244062,0.00001697823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978964,0.001215631,0.0002268438,0.00006029985,0.00002473266,0.00001567079,0.00008061965,0.000007088176,0.0004726289],"genre_scores_gemma":[0.9992942,0.0002114719,0.0002310385,0.00001826125,0.00002502596,0.000008356993,0.0001244206,7.790372e-7,0.00008648357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002017694,"threshold_uncertainty_score":0.005107462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08484049791618894,"score_gpt":0.4371748392559486,"score_spread":0.3523343413397597,"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."}}