{"id":"W4390770699","doi":"10.2147/cia.s432885","title":"Low HALP (Hemoglobin, Albumin, Lymphocyte, and Platelet) Score Increases the Risk of Post-Stroke Cognitive Impairment: A Multicenter Cohort Study","year":2024,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; National Medical Research Council; Medical Research Council; Chinese Academy of Medical Sciences; Capital Medical University","keywords":"Medicine; Montreal Cognitive Assessment; Quartile; Stroke (engine); Internal medicine; Odds ratio; Physical therapy; Cohort study; Cognitive impairment; Confidence interval; Disease","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":[0.00145914,0.0001840217,0.0002930825,0.0002363183,0.0001771504,0.0001796491,0.0002356545,0.000054145,0.0001367668],"category_scores_gemma":[0.003150751,0.0001386546,0.0003437001,0.0003116424,0.0002665516,0.0002528549,0.0002563341,0.0004209385,0.00005433492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003337357,"about_ca_system_score_gemma":0.00004992632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006443718,"about_ca_topic_score_gemma":0.0001553135,"domain_scores_codex":[0.9965817,0.001175062,0.001132488,0.0006282863,0.0002724899,0.0002100134],"domain_scores_gemma":[0.9968491,0.00244141,0.0002464458,0.0002837818,0.00009088959,0.00008834554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008354264,0.01060042,0.8708689,0.0008661567,0.000452712,0.001189605,0.003117702,0.000252449,0.055585,0.002154842,0.0004652167,0.05361152],"study_design_scores_gemma":[0.008900779,0.002620812,0.4797012,0.004252026,0.0006402787,0.0001975969,0.002951449,0.05555236,0.4436484,0.0006158196,0.0002105154,0.0007087879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969292,0.0001826051,0.0005106253,0.0001787783,0.0006065674,0.001236522,0.0001509585,0.00009093191,0.0001138148],"genre_scores_gemma":[0.9984609,0.0003524324,0.00003994079,0.0004557556,0.00006240136,0.000103062,0.00000708551,0.00002387722,0.0004944794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3911677,"threshold_uncertainty_score":0.565417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05661722493439322,"score_gpt":0.3676349454512328,"score_spread":0.3110177205168395,"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."}}