{"id":"W3148841752","doi":"10.1017/9781316941294.027","title":"Vascular Cognitive Impairment","year":2021,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Cerebrovascular and genetic disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Forgetting; Recall; Cognition; Audiology; Mood; Developmental psychology; Physical medicine and rehabilitation; Medicine; Cognitive psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007905628,0.0004049811,0.0006284972,0.000159311,0.0001107952,0.00002438826,0.000152,0.0003804564,0.0001053272],"category_scores_gemma":[0.00001210399,0.0004726773,0.0008477714,0.00001038011,0.0002167948,0.00002311395,0.0002814369,0.0004577712,0.00004502876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001667351,"about_ca_system_score_gemma":0.0003265993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009898079,"about_ca_topic_score_gemma":0.00000338939,"domain_scores_codex":[0.9983988,0.00003212763,0.0001794491,0.000637928,0.0004518843,0.0002997993],"domain_scores_gemma":[0.9986558,0.00003464282,0.0001055823,0.0005917384,0.0003213805,0.0002908615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001082454,0.0003846895,0.00009046243,0.001896166,0.01267417,0.008135334,0.0003681716,0.000004904738,0.000116453,0.821773,0.1227717,0.03070256],"study_design_scores_gemma":[0.003537697,0.0002037001,0.0003636593,0.0007829145,0.002834692,0.00009298654,0.0002345866,0.00001249376,0.0003174994,0.000002737515,0.9911165,0.0005005285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007416792,0.001515415,0.0004077035,0.00002360151,0.0001686023,0.0008195624,0.0001367502,0.00009861623,0.9960881],"genre_scores_gemma":[0.0014081,0.0008113867,0.00008107266,0.0002402443,0.0001224954,0.000001282133,0.0004012736,0.0000696112,0.9968646],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8683448,"threshold_uncertainty_score":0.9997725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439449784360151,"score_gpt":0.205044842784887,"score_spread":0.1906503449412855,"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."}}