{"id":"W2018047120","doi":"10.1212/01.wnl.0000118301.92105.ee","title":"Behavioral symptoms in mild cognitive impairment","year":2004,"lang":"en","type":"article","venue":"Neurology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":219,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Hospital and Health Sciences Centre; University of Toronto","funders":"","keywords":"Cognitive impairment; Cognition; Medicine; Functional impairment; Psychology; Psychiatry; Clinical psychology; Audiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001247943,0.0001228566,0.0002032977,0.0002230483,0.00003319512,0.000008328678,0.00006079093,0.00009609853,0.0004067659],"category_scores_gemma":[0.00001999924,0.0001120353,0.00006571233,0.0002042723,0.0001313996,0.00004816543,0.00006437558,0.0003641069,0.0002459046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004173344,"about_ca_system_score_gemma":0.0001175641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002157176,"about_ca_topic_score_gemma":0.0001038097,"domain_scores_codex":[0.9987517,0.00006807918,0.0001852728,0.0003101545,0.0002364622,0.0004483192],"domain_scores_gemma":[0.9996135,0.00003636795,0.00002673334,0.0001163151,0.00007127349,0.0001358291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002691697,0.002235658,0.9849679,0.00002138042,0.00003307691,0.002133047,0.0002573607,0.000002958388,0.001489434,0.0001658438,0.00005985823,0.005941753],"study_design_scores_gemma":[0.009174843,0.01041322,0.9766101,0.00003127956,0.00005259984,0.0002178677,0.000035152,0.000007783382,0.002716277,0.0002952585,0.0003559239,0.00008974576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931172,0.00005801488,0.00003240471,0.002770327,0.0001076552,0.0006294386,0.000005257524,0.00004312746,0.003236558],"genre_scores_gemma":[0.9958385,0.00002389453,0.0000232266,0.003764688,0.00005802908,0.0001047085,0.00002451378,0.00001651191,0.0001459126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008357887,"threshold_uncertainty_score":0.4568669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223062645056044,"score_gpt":0.3404079606589064,"score_spread":0.318101696153302,"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."}}