{"id":"W4412067250","doi":"10.2196/73050","title":"Utilizing Smart Televisions as Assistive Technology to Enhance Communication and Social Lives of Older Adults: Systematic Review","year":2025,"lang":"en","type":"review","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Preprint; Internet privacy; Assistive technology; Gerontology; Psychology; Computer science; Telecommunications; Human–computer interaction; Medicine; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006371927,0.001142798,0.005310283,0.01025586,0.0007947111,0.002742076,0.001745301,0.002039563,0.004348315],"category_scores_gemma":[0.02894385,0.0007890746,0.004510609,0.01100819,0.0007322898,0.002655732,0.001559582,0.0009589481,0.0003949239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003093169,"about_ca_system_score_gemma":0.01214214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006513085,"about_ca_topic_score_gemma":0.02293234,"domain_scores_codex":[0.9948286,0.001746689,0.001841877,0.000306254,0.001074439,0.0002020591],"domain_scores_gemma":[0.9767762,0.01706628,0.003498175,0.0002723541,0.002124585,0.0002623016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007045979,0.00001390714,0.0004213293,0.9700612,0.002101714,0.00008170415,0.0002879485,0.00004206515,0.0001069506,0.000143582,0.001075045,0.02559414],"study_design_scores_gemma":[0.00008574398,0.0001425278,0.002528564,0.9585378,0.02177951,0.0002659016,0.0004806773,0.00005732873,0.000146989,0.0001619455,0.01578964,0.00002330991],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001477071,0.9964727,0.0001870798,0.0002209514,0.0001099212,0.0006078942,0.0003818709,0.00001013155,0.0005324726],"genre_scores_gemma":[0.01311299,0.9840263,0.0007759528,0.0004510533,0.0000780659,0.00114345,0.0002151029,0.000004474829,0.0001925502],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01025586,"threshold_uncertainty_score":0.03369838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01801882077103892,"score_gpt":0.3883003504017046,"score_spread":0.3702815296306657,"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."}}