{"id":"W4225318398","doi":"10.1001/jamanetworkopen.2022.6744","title":"Associations of Multidomain Interventions With Improvements in Cognition in Mild Cognitive Impairment","year":2022,"lang":"en","type":"review","venue":"JAMA Network Open","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Parkwood Institute; Lawson Health Research Institute; University of Ottawa","funders":"Ontario Ministry of Research and Innovation; Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Cognitive impairment; Cognition; Psychological intervention; Psychology; Cognitive psychology; Neuroscience; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002888956,0.0003875917,0.001890253,0.0006251395,0.000116242,0.00009763821,0.000408977,0.0002018472,0.002006404],"category_scores_gemma":[0.0002071149,0.0003322132,0.0004640148,0.001640522,0.00008322246,0.000251704,0.0008187845,0.001076644,0.00002694315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007274523,"about_ca_system_score_gemma":0.0007281833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005824303,"about_ca_topic_score_gemma":0.001129744,"domain_scores_codex":[0.995562,0.001110973,0.001379643,0.0006047037,0.0007082663,0.0006344151],"domain_scores_gemma":[0.9979259,0.0006893275,0.0008148697,0.0002669157,0.0001679379,0.0001350365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001045701,0.005563712,0.06566813,0.01100396,0.001922577,0.0003255227,0.0002741425,0.000005484576,2.993339e-7,0.00006321842,0.001212812,0.9129145],"study_design_scores_gemma":[0.03962818,0.007658323,0.4504937,0.3214827,0.00638316,0.00006018349,0.002196671,0.00009344815,0.000005148336,0.0003312792,0.1703707,0.001296521],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005106193,0.9548572,0.00006610438,0.0001526595,0.0001697669,0.02241187,0.001134572,0.00002951424,0.01607207],"genre_scores_gemma":[0.008125096,0.9779945,0.0003173449,0.0001626195,0.0001144978,0.005990505,0.006098169,0.00008259885,0.001114639],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9116179,"threshold_uncertainty_score":0.999913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1201358871109882,"score_gpt":0.4354968869037713,"score_spread":0.3153609997927831,"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."}}