{"id":"W4390056565","doi":"10.3389/frobt.2023.1268386","title":"The perceptions of university students on technological and ethical risks of using robots in long-term care homes","year":2023,"lang":"en","type":"article","venue":"Frontiers in Robotics and AI","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"Canada Research Chairs; Vancouver Foundation","keywords":"Loneliness; Thematic analysis; Psychology; Staffing; Nursing; Multidisciplinary approach; Long-term care; Population; Applied psychology; Qualitative research; Medical education; Gerontology; Medicine; Sociology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001639528,0.00005886105,0.0001548907,0.0001701207,0.00008317042,0.000009967696,0.0001056845,0.0002160542,0.000009457762],"category_scores_gemma":[0.00004155988,0.00004954926,0.00002820904,0.0002369029,0.0002806841,0.00001422149,0.0000738463,0.0003781511,0.000001068742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004032911,"about_ca_system_score_gemma":0.000009482275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007398904,"about_ca_topic_score_gemma":0.00009715877,"domain_scores_codex":[0.9994193,0.0001142349,0.0001275058,0.0001275378,0.00009486862,0.0001165292],"domain_scores_gemma":[0.9996947,0.0001149376,0.00004756375,0.00009284054,0.00002689598,0.00002304966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007825698,0.00005217109,0.98713,0.0000141902,0.00002306769,0.0000157658,0.002100921,0.002306642,0.00001917214,0.002848191,0.0003141048,0.005097495],"study_design_scores_gemma":[0.0004698584,0.00005325873,0.9679736,0.00005823118,0.00001277431,0.000001052483,0.03039881,0.0006701713,0.000003047579,0.0002862755,0.00002177927,0.00005111913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962736,0.0002011997,0.002182344,0.000639268,0.0004050899,0.0001095131,0.000005773473,0.00001312951,0.000170019],"genre_scores_gemma":[0.9988962,0.0005309613,0.0004025256,0.00003527602,0.000008565785,6.859539e-7,0.000002798117,0.000004310094,0.0001186146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02829789,"threshold_uncertainty_score":0.202056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05575204303937573,"score_gpt":0.4062224197730362,"score_spread":0.3504703767336604,"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."}}