{"id":"W4315928836","doi":"10.1002/alz.12905","title":"Dual cognitive and mobility impairments and future dementia ‐ Setting a research agenda","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parkwood Institute; Lawson Health Research Institute; Western University","funders":"National Institute on Aging; National Institutes of Health","keywords":"Dementia; Cognitive decline; Gerontology; Dual (grammatical number); Cognition; Psychology; Dual role; Medicine; Neuroscience; Disease; Pathology","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":[0.02428482,0.0008805362,0.003693097,0.003393902,0.004596101,0.009844551,0.003764705,0.0116494,0.008661087],"category_scores_gemma":[0.02327093,0.000697917,0.002184791,0.003257446,0.004633189,0.01710871,0.007558589,0.0119657,0.001058199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005615285,"about_ca_system_score_gemma":0.02767729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01027894,"about_ca_topic_score_gemma":0.01750858,"domain_scores_codex":[0.9922212,0.004868163,0.0006488551,0.0007306233,0.0007033898,0.0008276911],"domain_scores_gemma":[0.9676355,0.01675655,0.002958484,0.001043069,0.005351424,0.006254981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001270247,0.002320253,0.08767277,0.01813969,0.001876017,0.002966714,0.009828161,0.001412492,0.000697241,0.1467316,0.1676327,0.5594522],"study_design_scores_gemma":[0.0005222099,0.002931911,0.1241451,0.07039671,0.002967122,0.004899486,0.1035693,0.002474989,0.0008347578,0.3758761,0.3107237,0.0006585073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009595228,0.4246391,0.0009494779,0.5546412,0.005150017,0.00006740805,0.0001471112,0.00003243373,0.004777919],"genre_scores_gemma":[0.1772954,0.6491997,0.006581984,0.1312747,0.03086167,0.0008027327,0.0005348852,0.00002812574,0.003420831],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02428482,"threshold_uncertainty_score":0.128432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06025735164203714,"score_gpt":0.3845642747707189,"score_spread":0.3243069231286818,"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."}}