{"id":"W4414084143","doi":"10.1161/strokeaha.124.050269","title":"fNIRS Biomarkers for Stratifying Poststroke Cognitive Impairment: Evidence From Frontal and Temporal Cortex Activation","year":2025,"lang":"en","type":"article","venue":"Stroke","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Stroke (engine); Temporal cortex; Rehabilitation; Cognitive impairment; Cortex (anatomy); Frontal cortex","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":[0.0001266855,0.000141176,0.000230938,0.0001057167,0.0001000892,0.00005666515,0.00004408513,0.00007739072,0.00002811352],"category_scores_gemma":[0.0002439558,0.0001276365,0.00007270907,0.00007810149,0.0001181716,0.000180329,0.0000300639,0.000145074,0.000001484806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009006585,"about_ca_system_score_gemma":0.000107317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004158381,"about_ca_topic_score_gemma":0.00001991519,"domain_scores_codex":[0.9991267,0.00002165327,0.000194722,0.0003157498,0.0001319178,0.0002093048],"domain_scores_gemma":[0.9993436,0.0003006718,0.00005657093,0.0001224104,0.00009452867,0.00008218698],"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":[0.002260183,0.0001587376,0.3596519,0.0001591372,0.0003823003,0.00001099018,0.0002730726,3.278628e-8,0.6227232,0.0002646203,0.001474998,0.01264089],"study_design_scores_gemma":[0.00312174,0.001443168,0.5362879,0.002617032,0.0004385214,0.00000646832,0.00202615,0.001925732,0.4505773,0.001107214,0.0001858339,0.0002629732],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566197,0.0003427477,0.03832718,0.00162953,0.00008651929,0.0008331888,0.0001535262,0.0001574207,0.001850178],"genre_scores_gemma":[0.9784182,0.00004184463,0.02045513,0.0002943065,0.00005682497,0.00006264219,0.00009608075,0.0000117073,0.0005632581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.176636,"threshold_uncertainty_score":0.5204865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028437595324489,"score_gpt":0.3432894510025573,"score_spread":0.3230050750493124,"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."}}