{"id":"W4233453049","doi":"10.32920/ryerson.14637099","title":"Considerations for the design of online gaming interventions for the frail elderly: A short communication","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Psychological intervention; Intervention (counseling); Cohort; Medicine; Psychology; Medical education; Gerontology; Computer science; Nursing","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":[0.007811679,0.001012589,0.0005596581,0.0004824051,0.0009034175,0.003306759,0.001289401,0.002777366,0.02375591],"category_scores_gemma":[0.02303289,0.0003779712,0.0006714477,0.0002413549,0.0009426223,0.002489133,0.001650602,0.001919765,0.003666019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006952507,"about_ca_system_score_gemma":0.001763587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005023817,"about_ca_topic_score_gemma":0.001220641,"domain_scores_codex":[0.9962071,0.002822372,0.0001979789,0.0001238027,0.0005426821,0.0001060066],"domain_scores_gemma":[0.9825493,0.01430364,0.0004365655,0.0004742834,0.001408376,0.0008279091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001082616,0.001360429,0.002016244,0.004720311,0.00007421213,0.0007011988,0.003380531,0.003873512,0.01260784,0.03473666,0.04293494,0.8925114],"study_design_scores_gemma":[0.001549848,0.01577916,0.01900249,0.01398765,0.0004090841,0.002315385,0.01163408,0.03365815,0.0237779,0.17799,0.6994675,0.0004287287],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.06214622,0.01384449,0.7424493,0.06107961,0.005807826,0.01989586,0.0006401029,0.002791984,0.09134463],"genre_scores_gemma":[0.09673004,0.01108543,0.8424091,0.006395369,0.001697662,0.02196197,0.0002033958,0.0003577618,0.01915926],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02375591,"threshold_uncertainty_score":0.07947141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4314206087495934,"score_gpt":0.5093166797812176,"score_spread":0.07789607103162421,"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."}}