{"id":"W4389736248","doi":"10.1016/j.cccb.2023.100195","title":"National and international collaborations to advance research into vascular contributions to cognitive decline","year":2023,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Cerebrovascular and genetic disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Dementia; Cognitive decline; Cognition; Terminology; Medicine; Vascular dementia; CADASIL; Psychology; Disease; Political science; Psychiatry; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1122449,0.0009941757,0.001028376,0.004589853,0.003062274,0.00580849,0.001914971,0.003169206,0.02753597],"category_scores_gemma":[0.08782465,0.0005141473,0.001561346,0.003741194,0.002911377,0.005401867,0.02036756,0.006273489,0.004224333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005843271,"about_ca_system_score_gemma":0.04292014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003574961,"about_ca_topic_score_gemma":0.005996495,"domain_scores_codex":[0.9330994,0.0460664,0.004960507,0.002972372,0.007703166,0.005198063],"domain_scores_gemma":[0.8117668,0.07904153,0.00943577,0.01730433,0.04135462,0.041097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007959858,0.0005672542,0.02046601,0.005928264,0.0005810958,0.0009053211,0.01805799,0.0008942768,0.004903379,0.08142821,0.2751014,0.5903709],"study_design_scores_gemma":[0.0002129019,0.0003922803,0.01749949,0.006787357,0.0001692668,0.0007646966,0.0145273,0.0003005327,0.001064208,0.03354541,0.9246493,0.00008723383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03899749,0.1139431,0.05640031,0.4848297,0.02308315,0.006599326,0.004707132,0.001202831,0.270237],"genre_scores_gemma":[0.4841324,0.0793572,0.2006903,0.1210219,0.009791408,0.01311778,0.0107069,0.00110745,0.08007465],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1122449,"threshold_uncertainty_score":0.5936149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05799404584289969,"score_gpt":0.4172235012490788,"score_spread":0.3592294554061791,"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."}}