{"id":"W4224944023","doi":"10.1177/17474930221099352","title":"Mediators of cognitive impairment in cerebral amyloid angiopathy","year":2022,"lang":"en","type":"article","venue":"International Journal of Stroke","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Ontario Brain Institute; Women and Children’s Health Research Institute; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Alzheimer Society; Consortium canadien en neurodégénérescence associée au vieillissement; Canadian Stroke Network","keywords":"Cerebral amyloid angiopathy; Medicine; Cognitive impairment; Amyloid (mycology); Neuroscience; Cognition; Dementia; Pathology; Psychiatry; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005478437,0.00007797113,0.0002429163,0.0005670129,0.00002704425,0.000008394712,0.0002334363,0.00002801816,0.00145821],"category_scores_gemma":[0.000178086,0.00006610502,0.0001883799,0.0001409512,0.00005411881,0.00009926999,0.0001226034,0.0005209069,0.000005367159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002915534,"about_ca_system_score_gemma":0.0002804807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004146378,"about_ca_topic_score_gemma":0.000004440481,"domain_scores_codex":[0.9979102,0.00006645562,0.0005051878,0.00008923026,0.001267666,0.0001612587],"domain_scores_gemma":[0.9989973,0.0001092603,0.0002538314,0.00005281215,0.000491371,0.00009542266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008501702,0.002796195,0.8997385,0.00006801849,0.0007040706,0.005298669,0.003951297,0.0002134854,0.02502202,0.0007208238,0.001121024,0.05186418],"study_design_scores_gemma":[0.03822397,0.01175668,0.7579575,0.0008963199,0.0002723092,0.0101484,0.02835795,0.009424208,0.1397574,0.001280873,0.001343883,0.0005805821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996161,0.0002340838,0.00006295739,0.001772321,0.0005099419,0.0001246581,0.00009339466,0.000003439567,0.001038198],"genre_scores_gemma":[0.9987801,0.00003086827,0.0003524187,0.0001819654,0.0003027221,0.000007252421,0.00001347662,0.000009275083,0.0003219123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.141781,"threshold_uncertainty_score":0.9994546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132905827582943,"score_gpt":0.294485614406736,"score_spread":0.2831565561309066,"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."}}