{"id":"W4317377102","doi":"10.21203/rs.3.rs-2069142/v1","title":"Mapping ethical issues in the use of smart home health technologies to care for older persons: a systematic review","year":2023,"lang":"en","type":"review","venue":"Research Square","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Universität Basel; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Autonomy; Narrative review; Software deployment; Perspective (graphical); Health care; Stigma (botany); Economic shortage; Psychology; Engineering ethics; Systematic review; MEDLINE; Political science; Computer science; Engineering; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01431055,0.0003422439,0.003189899,0.001664291,0.0007395115,0.0001465018,0.002444176,0.001247986,0.000004906876],"category_scores_gemma":[0.03714988,0.0002227525,0.0005238331,0.006302469,0.0007100019,0.00009588623,0.000517714,0.002649391,0.00009343194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008325661,"about_ca_system_score_gemma":0.00170652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00234215,"about_ca_topic_score_gemma":0.006904915,"domain_scores_codex":[0.9891808,0.005701873,0.001267683,0.0007333689,0.001857408,0.001258886],"domain_scores_gemma":[0.9901488,0.007341563,0.000382324,0.001359835,0.0006792791,0.00008816274],"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":[0.000001093463,0.00002158616,0.000003106543,0.8912759,0.00004580601,0.00001150897,0.02605452,3.51254e-8,5.479049e-9,0.002198608,0.01032251,0.07006532],"study_design_scores_gemma":[0.00003560234,0.0000793325,0.000001454752,0.4917366,0.00003666527,0.000001751681,0.06002996,3.146865e-7,2.336048e-8,0.0001080837,0.4478562,0.0001140262],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002159176,0.9305152,0.00001367948,0.04183903,0.00006616639,0.02690284,0.0002007618,0.0004459917,0.00001421513],"genre_scores_gemma":[0.00002861192,0.9880514,0.0003426416,0.0002059914,0.00003538295,0.01094486,0.00003381022,0.0000596318,0.0002976996],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4375337,"threshold_uncertainty_score":0.9996516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3218660942353888,"score_gpt":0.5323197575579585,"score_spread":0.2104536633225697,"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."}}