{"id":"W4206163768","doi":"10.1002/alz.055312","title":"Mild behavioral impairment is associated with amyloid, tau and neurodegeneration in mild cognitive impairment","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Neurodegeneration; Dementia; Cognitive impairment; Psychology; Internal medicine; Cognition; Medicine; Disease; Clinical 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":[0.0006450784,0.0005855653,0.0005569038,0.002118633,0.0008466556,0.001047928,0.0005694906,0.000449051,0.002448754],"category_scores_gemma":[0.004211452,0.000257605,0.0007473123,0.001436599,0.0004884085,0.0005277973,0.001170334,0.0006145408,0.0003331155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000708834,"about_ca_system_score_gemma":0.0005592696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.029471,"about_ca_topic_score_gemma":0.02741602,"domain_scores_codex":[0.9994584,0.000103084,0.00008388892,0.0001031181,0.0001587451,0.00009289607],"domain_scores_gemma":[0.9973521,0.0002306379,0.001331018,0.0001094899,0.0003788573,0.0005978408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003206733,0.00008173383,0.9955611,0.00002953072,0.0001225185,0.0001924509,0.00008244615,0.00004554855,0.0003816058,0.00002378617,0.0001359948,0.003022478],"study_design_scores_gemma":[0.000001797027,0.00004349954,0.9996154,0.000004609447,0.00001346919,0.0001368915,0.00004059354,0.0000523485,0.00002513659,0.00003204031,0.00003225559,0.000001849327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980907,0.0004023346,0.0000789045,0.0000767087,0.00000913343,0.00001770219,0.00034122,0.00001148731,0.0009716935],"genre_scores_gemma":[0.9994282,0.00007333753,0.00006597053,0.00001993332,0.00001253691,0.000006258923,0.0001793566,0.000001872514,0.0002124905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.029471,"threshold_uncertainty_score":0.05859894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569780535805125,"score_gpt":0.3168082895662793,"score_spread":0.281110484208228,"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."}}