{"id":"W4392285372","doi":"10.1177/01939459241234233","title":"Reducing the Burdens of Paid Caregivers of Older Adults by Using Assistive Technology: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Western Journal of Nursing Research","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McMaster University","funders":"","keywords":"Workload; Variety (cybernetics); Independent living; Caregiver burden; Activities of daily living; Qualitative research; Psychology; Assistive technology; Medicine; Applied psychology; Gerontology; Nursing; Computer science; Physical therapy; Human–computer interaction","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":[0.007961562,0.001410747,0.003541049,0.01338333,0.001147684,0.003784041,0.001615455,0.002689064,0.0028318],"category_scores_gemma":[0.03351631,0.001027494,0.004404962,0.01141778,0.0008453111,0.002668884,0.001815569,0.00121579,0.0004115308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00267642,"about_ca_system_score_gemma":0.01234649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006260426,"about_ca_topic_score_gemma":0.0152213,"domain_scores_codex":[0.9947015,0.001518228,0.002086566,0.0002843787,0.001225621,0.0001837259],"domain_scores_gemma":[0.9739342,0.01921964,0.003601933,0.0002707558,0.002725297,0.0002481881],"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":[0.00009019979,0.00003993155,0.0008111002,0.8442587,0.00208032,0.0001909297,0.0007620849,0.0001421975,0.0002058746,0.0005370752,0.002868987,0.1480126],"study_design_scores_gemma":[0.00002918272,0.00009040836,0.002008199,0.9619573,0.007456398,0.0003248315,0.0006633871,0.00005963467,0.0001498391,0.000297412,0.02694339,0.00001996414],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001080545,0.9971916,0.0001732073,0.0003047706,0.0001516765,0.0002847811,0.0001118761,0.000004854936,0.0006965652],"genre_scores_gemma":[0.004270697,0.9945943,0.0003598051,0.0002241252,0.00005704527,0.0003103097,0.00008241142,0.000001819648,0.00009953284],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01338333,"threshold_uncertainty_score":0.04210526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3241557107232022,"score_gpt":0.6138808817726513,"score_spread":0.2897251710494491,"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."}}