{"id":"W3148664699","doi":"10.69645/jkhk9362","title":"Vascular cognitive impairment","year":2021,"lang":"en","type":"article","venue":"˜The œbiomedical & life sciences collection.","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cognitive impairment; Cognition; Medicine; Intensive care medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005929302,0.0001495632,0.0002528518,0.0001291557,0.0008313641,0.00007197288,0.0001559853,0.00006998856,0.002263847],"category_scores_gemma":[0.000314977,0.00009624787,0.000359232,0.002138915,0.001048783,0.00008493098,0.0001052024,0.0001884914,0.0001805619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000772709,"about_ca_system_score_gemma":0.001629539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005313373,"about_ca_topic_score_gemma":0.00003883513,"domain_scores_codex":[0.9975318,0.0001656701,0.0002710438,0.0004611507,0.001195611,0.0003746693],"domain_scores_gemma":[0.9988018,0.0001718043,0.0000496614,0.0002473437,0.0002165256,0.0005129114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005547426,0.01203228,0.224624,0.0006311905,0.004239337,0.0005336238,0.004915477,0.00008079579,0.003401942,0.001741351,0.6989837,0.04826156],"study_design_scores_gemma":[0.01208602,0.003397834,0.5707889,0.0006178415,0.001905844,0.00193895,0.02128706,0.006320101,0.002057462,0.001274304,0.3772914,0.001034221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9000345,0.007893572,0.01044153,0.0238061,0.004292267,0.002539307,0.00007239225,0.0005573002,0.05036301],"genre_scores_gemma":[0.9905443,0.0002520558,0.0001650031,0.005182629,0.0005468654,0.0000867141,0.00004014275,0.00001152168,0.003170761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3461649,"threshold_uncertainty_score":0.9986482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434554378830946,"score_gpt":0.2728021518581235,"score_spread":0.2584566080698141,"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."}}