{"id":"W4312088463","doi":"10.1002/alz.060983","title":"Mild behavioral impairment is associated with plasma p‐tau181 in a dementia‐free population","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Dementia; Alzheimer's Disease Neuroimaging Initiative; Biomarker; Internal medicine; Population; Cognitive decline; Medicine; Neuroimaging; Proportional hazards model; Cognitive impairment; Psychology; Cognition; Alzheimer's disease; Disease; Clinical psychology; Oncology; Psychiatry; Chemistry","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":[0.0004726226,0.0003807139,0.0004060945,0.0009122846,0.0007099491,0.0007305159,0.0003657657,0.0005134784,0.001686451],"category_scores_gemma":[0.001463863,0.0004017636,0.0004365104,0.0009592916,0.0002577025,0.0004693889,0.0005056488,0.000584461,0.0003677568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002282349,"about_ca_system_score_gemma":0.000228184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01041902,"about_ca_topic_score_gemma":0.006990629,"domain_scores_codex":[0.9997423,0.00005472004,0.00002615415,0.00009830175,0.00003665992,0.00004182456],"domain_scores_gemma":[0.9992608,0.00008985994,0.0002905066,0.0000745865,0.00009809159,0.000186114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001811812,0.00005705291,0.9986131,0.000005276006,0.00006975392,0.00007406644,0.00006686045,0.00001678567,0.0002614499,0.000008641957,0.00005937432,0.000586313],"study_design_scores_gemma":[0.000004979747,0.00007511005,0.9995216,0.000001816278,0.00002637496,0.0001160256,0.00006349565,0.00009521487,0.00002446297,0.000014618,0.0000544471,0.000001834203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992854,0.0001378782,0.00005527911,0.00002139412,0.000003672385,0.000004472727,0.0002671842,0.000004162866,0.0002204893],"genre_scores_gemma":[0.9994723,0.000057629,0.00004012554,0.00001627478,0.000008234219,0.000005790453,0.0002583095,0.00000132492,0.0001399532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01041902,"threshold_uncertainty_score":0.02071673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03523264725343553,"score_gpt":0.3130596833745716,"score_spread":0.2778270361211361,"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."}}