{"id":"W4380592381","doi":"10.17116/jnevro202312305183","title":"Predictors of the efficacy of non-drug treatments for non-dementia vascular cognitive impairment","year":2023,"lang":"en","type":"article","venue":"S S Korsakov Journal of Neurology and Psychiatry","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Internal medicine; Vascular dementia; Cognitive impairment; Dementia; Drug treatment; Cognition; Drug; White matter; Physical therapy; Psychiatry; Magnetic resonance imaging; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007272842,0.0002208926,0.0003469088,0.0003717227,0.0001836008,0.0002938708,0.0001580025,0.0003667421,0.001640427],"category_scores_gemma":[0.005476921,0.00007933465,0.0004173792,0.0002815301,0.0001607931,0.0001640446,0.0001294228,0.0004550174,0.0001848415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001625968,"about_ca_system_score_gemma":0.0003146947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007711492,"about_ca_topic_score_gemma":0.0008796871,"domain_scores_codex":[0.9995787,0.000173112,0.00005835729,0.00004248358,0.0000962889,0.00005112154],"domain_scores_gemma":[0.9958473,0.001870941,0.001444453,0.0001007855,0.0002684055,0.0004682069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001335925,0.0004589507,0.985684,0.00004429955,0.0001447588,0.00007928807,0.00002345938,0.0002562572,0.0001714611,0.00002101827,0.0001512282,0.01162928],"study_design_scores_gemma":[0.00003424933,0.0007869127,0.9981664,0.00001207473,0.00007239775,0.0001722306,0.00002023645,0.0004600558,0.0001014549,0.00002672506,0.0001434522,0.00000378533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972854,0.001524252,0.0001375079,0.000106921,0.00001444573,0.00001901233,0.0001919855,0.00000614639,0.0007143004],"genre_scores_gemma":[0.9994525,0.0001658936,0.00008226783,0.00001447787,0.0000230481,0.000008949353,0.0001591537,9.327254e-7,0.00009277972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001640427,"threshold_uncertainty_score":0.0054878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325277478203392,"score_gpt":0.2690530526093083,"score_spread":0.2558002778272744,"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."}}