{"id":"W7126124560","doi":"","title":"Patient and Carer-Related Facilitators and Barriers to the Adoption of Assistive Technologies for the Care of Older Adults: Systematic Review","year":2025,"lang":"","type":"review","venue":"Newcastle University ePrints (Newcastle Univesity)","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telehealth; Thematic analysis; Qualitative research; Health care; Perspective (graphical); Older people; Telecare; Systematic review","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001316463,0.000752539,0.002886592,0.0008667102,0.00178214,0.00001319212,0.001754216,0.001115706,0.00008843772],"category_scores_gemma":[0.00695132,0.0005331133,0.0005818079,0.002030388,0.001871754,0.0001378951,0.002967246,0.001579322,0.0000127839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008136589,"about_ca_system_score_gemma":0.001339802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002721478,"about_ca_topic_score_gemma":0.0004042324,"domain_scores_codex":[0.9936504,0.002607818,0.001737216,0.001073336,0.0003824655,0.0005487804],"domain_scores_gemma":[0.9869257,0.00560342,0.002308157,0.002851258,0.002069151,0.0002423561],"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":[0.000220206,0.0001102498,0.001511839,0.8381781,0.001067228,0.000004966505,0.00863962,0.0000041274,0.000001240061,0.006962444,0.0005013511,0.1427986],"study_design_scores_gemma":[0.001349666,0.0004405074,0.003005639,0.5940319,0.00704152,0.000008741988,0.3202107,0.00003806442,0.00001150084,0.00003592209,0.07317501,0.000650847],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003623875,0.9539896,0.004028418,0.002763695,0.0004503913,0.03123295,0.002430951,0.0001924408,0.001287653],"genre_scores_gemma":[0.09000956,0.9078394,0.0005210015,0.0001307643,0.000005996289,0.0002028081,0.00006748481,0.0000358803,0.001187134],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3115711,"threshold_uncertainty_score":0.999712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02966194085716296,"score_gpt":0.3281979229125562,"score_spread":0.2985359820553932,"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."}}