{"id":"W4283705923","doi":"10.1155/2022/2466982","title":"Plasma Neurofilament Light Chain Is Associated with Cognitive Impairment after Posterior Circulation Stroke","year":2022,"lang":"en","type":"article","venue":"Evidence-based Complementary and Alternative Medicine","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health and Family Planning Commission of Sichuan Province","keywords":"Montreal Cognitive Assessment; Medicine; Internal medicine; Logistic regression; Biomarker; Stroke (engine); Cognitive impairment; Cognition; Cardiology; Disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002713959,0.000342999,0.0003190356,0.0007868584,0.0003380774,0.0005219939,0.000207512,0.000284126,0.001725306],"category_scores_gemma":[0.00116391,0.0001221957,0.0002862323,0.0006847193,0.00019245,0.0002573907,0.0002544418,0.0004415436,0.0002754049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002956897,"about_ca_system_score_gemma":0.0002721121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002675631,"about_ca_topic_score_gemma":0.003214112,"domain_scores_codex":[0.9998294,0.00001944986,0.00002312373,0.00004300688,0.00004019937,0.00004476825],"domain_scores_gemma":[0.9990603,0.0001079352,0.0005291912,0.00002947364,0.0001196872,0.000153464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005362845,0.00006432824,0.9965113,0.00001714366,0.00005387573,0.0001860115,0.00004130098,0.0000232447,0.0004361455,0.000008455872,0.00009361587,0.002028378],"study_design_scores_gemma":[0.000005106942,0.00009812017,0.9992127,0.000003620839,0.00002388884,0.0003669686,0.00004024962,0.00006206003,0.00008630574,0.00001926759,0.00007971577,0.000001936689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989225,0.0003678722,0.0000456461,0.00002835002,0.000006710179,0.000006005107,0.0001923129,0.000002732682,0.0004280145],"genre_scores_gemma":[0.999225,0.0001744064,0.00003501249,0.00001690688,0.0000167664,0.000006174563,0.0002770254,9.937916e-7,0.0002476705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002675631,"threshold_uncertainty_score":0.005771756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04940475285500191,"score_gpt":0.3098933988831696,"score_spread":0.2604886460281677,"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."}}