{"id":"W4312087449","doi":"10.1002/alz.065195","title":"Impact of Mild Behavioral Impairment and Mild Cognitive Impairment on Risk for Dementia","year":2022,"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":"Dementia; Dementia with Lewy bodies; Frontotemporal dementia; Psychology; Cognitive impairment; Risk factor; Hazard ratio; Cognition; Psychiatry; Clinical psychology; Disease; Medicine; Internal medicine; 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":[0.001531437,0.0003617513,0.0004341187,0.001421239,0.0004908798,0.001005071,0.0005777566,0.0004624519,0.002913961],"category_scores_gemma":[0.008795098,0.0002266264,0.001434774,0.0007561701,0.0003522661,0.0005736863,0.0009404647,0.0009071931,0.0002649763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000515473,"about_ca_system_score_gemma":0.0008902967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02061725,"about_ca_topic_score_gemma":0.02020716,"domain_scores_codex":[0.9987596,0.0004668606,0.0001155487,0.0002047544,0.0002516298,0.0002016913],"domain_scores_gemma":[0.9950321,0.001374001,0.001505439,0.0003404676,0.0005036386,0.001244333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000198855,0.00004211292,0.9965892,0.00002241674,0.000195948,0.00005321247,0.00002112383,0.00006087275,0.0000415746,0.00003758547,0.0001526231,0.002584477],"study_design_scores_gemma":[0.000004001641,0.00005819369,0.9992813,0.00001156733,0.00005923171,0.0001235061,0.00003983647,0.0001838999,0.0000205212,0.00009594955,0.0001178077,0.000004183393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991193,0.002754581,0.0002273184,0.0005438446,0.00004612219,0.00002067277,0.001772953,0.00002392167,0.003417602],"genre_scores_gemma":[0.9989216,0.000233438,0.00009219062,0.00005543269,0.00003537158,0.000005648642,0.0004323264,0.000002466847,0.0002215221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02061725,"threshold_uncertainty_score":0.04099447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04305834572787449,"score_gpt":0.3630262965098938,"score_spread":0.3199679507820193,"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."}}