{"id":"W3127093111","doi":"10.3233/jad-201184","title":"Mild Behavioral Impairment and Subjective Cognitive Decline Predict Cognitive and Functional Decline","year":2021,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; University of Calgary","funders":"National Institute on Aging","keywords":"Cognitive decline; Dementia; Neurocognitive; Medicine; Logistic regression; Internal medicine; Cognition; Disease; Ordered logit; Population; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001428009,0.0004511031,0.0002397522,0.0009936346,0.0002875476,0.0007528246,0.0003876804,0.0004721637,0.002777941],"category_scores_gemma":[0.00756264,0.0002102011,0.0005453416,0.0005282142,0.0003491351,0.0004866706,0.0006492333,0.0007253012,0.0004408741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001682095,"about_ca_system_score_gemma":0.0003093191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002672503,"about_ca_topic_score_gemma":0.004488037,"domain_scores_codex":[0.9994992,0.0001685671,0.00006004889,0.0000817066,0.0001246734,0.00006577505],"domain_scores_gemma":[0.9950011,0.001214585,0.002243586,0.000207598,0.0004545008,0.0008785154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004819662,0.00002325572,0.9991717,0.00000337937,0.00002404288,0.00001135141,0.00001018822,0.0000357037,0.00002829148,0.000005228718,0.00002491196,0.0006136873],"study_design_scores_gemma":[0.000002969077,0.00006552934,0.999374,0.000003841626,0.00002142822,0.0000964825,0.00002995275,0.0003090884,0.00002355309,0.00003266454,0.00003907681,0.00000155214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988456,0.0002216242,0.0001145139,0.00006335716,0.00000626307,0.000008753629,0.000159112,0.000006289239,0.0005743914],"genre_scores_gemma":[0.9994247,0.00006871663,0.0001126415,0.00001604231,0.00001351914,0.000004320926,0.0001963455,0.000001042003,0.0001628466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002777941,"threshold_uncertainty_score":0.009293139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03828792319224114,"score_gpt":0.3473019619967203,"score_spread":0.3090140388044792,"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."}}