{"id":"W4311633507","doi":"10.3390/brainsci12121674","title":"Heterogeneity of White Matter Hyperintensity and Cognitive Impairment in Patients with Acute Lacunar Stroke","year":2022,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Hyperintensity; Lacunar stroke; Cognition; Medicine; Montreal Cognitive Assessment; Stroke (engine); Internal medicine; Outpatient clinic; Cardiology; Cognitive impairment; Physical therapy; Magnetic resonance imaging; Psychiatry; Ischemic stroke; Radiology","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":[0.0008557421,0.0003816394,0.0006150113,0.002604084,0.0005746197,0.0008523015,0.0004820229,0.0004660826,0.00104934],"category_scores_gemma":[0.002717179,0.0001978983,0.0004959322,0.002261337,0.0004168687,0.0006229925,0.000596083,0.0003132292,0.000166416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004177723,"about_ca_system_score_gemma":0.000292543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002734936,"about_ca_topic_score_gemma":0.002956507,"domain_scores_codex":[0.9993519,0.0001360719,0.0001453222,0.0001773605,0.0000867651,0.0001026131],"domain_scores_gemma":[0.9983286,0.0003308557,0.0008173799,0.0001155723,0.0001243424,0.0002831759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002314868,0.00002028563,0.9982026,0.00001104881,0.0001021699,0.0002301663,0.00008164084,0.00004548875,0.000210028,0.00001310956,0.00003207861,0.0008199064],"study_design_scores_gemma":[0.00000701319,0.00005140723,0.999184,0.000002849378,0.00003387632,0.0003427888,0.0001393457,0.0001160624,0.00002715098,0.0000548658,0.00003677997,0.000003935882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994718,0.0002192987,0.00003221376,0.00002148492,0.000002634297,0.000005377564,0.0001023312,0.000001471712,0.000143445],"genre_scores_gemma":[0.9997472,0.00004445185,0.00002119471,0.000007406783,0.00001017196,0.00000316956,0.0001461519,6.875723e-7,0.00001970399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002734936,"threshold_uncertainty_score":0.005438089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030401931284114,"score_gpt":0.2494157418011505,"score_spread":0.2391117224883093,"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."}}