{"id":"W4389180039","doi":"10.1001/jamanetworkopen.2023.45687","title":"Economic Evaluation of Exercise or Cognitive and Social Enrichment Activities for Improved Cognition After Stroke","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute for Aging; University of Waterloo; Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche sur Alzheimer","keywords":"Cognition; Gerontology; Physical therapy; Vitality; Medicine; Psychological intervention; Stroke (engine); Randomized controlled trial; Economic evaluation; Quality of life (healthcare); Physical medicine and rehabilitation; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001001603,0.00008913704,0.0002732115,0.00007156819,0.00007419466,0.00004894084,0.00003715151,0.00008653847,0.0002506911],"category_scores_gemma":[0.00009257759,0.00007329457,0.00007413788,0.00006933548,0.00005743194,0.0001919447,0.00006497719,0.00005689388,0.00001002237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007411755,"about_ca_system_score_gemma":0.0001824764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001263784,"about_ca_topic_score_gemma":0.00002966067,"domain_scores_codex":[0.9992511,0.00007755237,0.000212081,0.0001871453,0.0001180421,0.0001541021],"domain_scores_gemma":[0.9991335,0.0005011548,0.0001177956,0.00005941133,0.0001512611,0.00003693812],"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":[0.04899088,0.0003264667,0.04137021,0.0009995345,0.001080258,0.000003250672,0.006066641,0.0001384705,0.001637863,0.0001429834,0.02701459,0.8722289],"study_design_scores_gemma":[0.02397616,0.001430617,0.9301259,0.001191668,0.001925035,0.000005173426,0.01071883,0.02517243,0.001461335,0.001370623,0.002298706,0.0003235539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941679,0.0001424887,0.00006407278,0.0008507532,0.0002667664,0.003238513,0.000214407,0.00001988964,0.001035258],"genre_scores_gemma":[0.9959044,0.0001670505,0.0003053547,0.0001559229,0.0003627393,0.001273868,0.0002347676,0.00001579355,0.001580113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8887557,"threshold_uncertainty_score":0.2988866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04170019331771888,"score_gpt":0.349054311833049,"score_spread":0.3073541185153301,"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."}}