{"id":"W4406050651","doi":"10.1002/alz.091470","title":"Vascular risk factors, subjective cognitive decline, and mild behavioral impairment: A CAN‐PROTECT study","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Dementia; Psychology; Cognition; Overweight; Gerontology; Vascular dementia; Risk factor; Medicine; Marital status; Body mass index; Clinical psychology; Disease; Internal medicine; Psychiatry; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004957221,0.001726747,0.001152978,0.001787995,0.002089262,0.001933087,0.00193887,0.002094035,0.003852669],"category_scores_gemma":[0.005456554,0.001241938,0.002143727,0.004403273,0.001167525,0.001459209,0.002411902,0.002021952,0.0008448251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001497559,"about_ca_system_score_gemma":0.0030521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.119779,"about_ca_topic_score_gemma":0.1290342,"domain_scores_codex":[0.9976993,0.0007069556,0.0001956514,0.0004483673,0.0004311273,0.000518578],"domain_scores_gemma":[0.9955777,0.0006995063,0.001020863,0.001052672,0.0006608172,0.0009883834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003246925,0.0005343807,0.9897111,0.0002050797,0.001359924,0.000196808,0.0004141685,0.0001464075,0.0001412229,0.0002422013,0.001404582,0.0023973],"study_design_scores_gemma":[0.0004326773,0.0006340877,0.9948136,0.0001049146,0.001381,0.0002266214,0.0004927286,0.0002897007,0.00005561611,0.0001919921,0.001341114,0.00003588946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864384,0.00207857,0.0002510406,0.0002946955,0.00004660666,0.0001858749,0.007687064,0.00001910253,0.002998685],"genre_scores_gemma":[0.9930649,0.0006967517,0.0003969718,0.0001765526,0.00008567842,0.0001953968,0.004627635,0.00001092842,0.0007451346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.119779,"threshold_uncertainty_score":0.2381636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03254942375860719,"score_gpt":0.3397839960669026,"score_spread":0.3072345723082954,"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."}}