{"id":"W4210781272","doi":"10.1002/alz.12519","title":"Mild behavioral impairment is associated with progression to Alzheimer's disease: A clinicopathological study","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; University of Calgary; Ontario Brain Institute; Sunnybrook Health Science Centre","funders":"National Institute on Aging","keywords":"Neuropathology; Dementia; Hazard ratio; Psychosis; Disease; Internal medicine; Alzheimer's disease; Medicine; Psychiatry; Psychology; Clinical psychology; Oncology; Confidence interval","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":[0.0004794562,0.0002827206,0.0002790417,0.001119235,0.0005801351,0.0005716264,0.0003943201,0.0003694864,0.001993838],"category_scores_gemma":[0.00206331,0.000306065,0.0003181105,0.001131544,0.0004791437,0.0004445911,0.0004379907,0.0004255687,0.0002427729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002682881,"about_ca_system_score_gemma":0.0003636159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004118317,"about_ca_topic_score_gemma":0.004831409,"domain_scores_codex":[0.9997898,0.00004922317,0.00002563253,0.00005464775,0.00004533302,0.00003547776],"domain_scores_gemma":[0.9986811,0.0001754783,0.0005884698,0.00008937888,0.000142326,0.0003232916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001056042,0.00002103846,0.9990001,0.000005843563,0.00002240605,0.0001886292,0.00004405103,0.00001276385,0.0001192413,0.00000774223,0.00003761758,0.000434908],"study_design_scores_gemma":[0.000005717545,0.00007064641,0.999042,0.000002919863,0.00001517405,0.0006349103,0.00007464595,0.00004577307,0.00001862523,0.00001785895,0.0000691119,0.000002549243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992048,0.0002427999,0.0000361803,0.00002462574,0.000003891281,0.00001066555,0.0001376687,0.000002158798,0.0003370589],"genre_scores_gemma":[0.9996382,0.00008534967,0.0000349287,0.000007290141,0.00001014085,0.000006870886,0.0001344467,6.615634e-7,0.00008205156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004118317,"threshold_uncertainty_score":0.008188725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06637812497992514,"score_gpt":0.3919102874845165,"score_spread":0.3255321625045913,"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."}}