{"id":"W4289201574","doi":"10.1017/s0714980822000198","title":"Passive Remote Monitoring and Aging in Place: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Western University; University of New Brunswick","funders":"Canadian Institutes of Health Research; Fondation de la recherche en santé du Nouveau-Brunswick","keywords":"CINAHL; Scopus; Inclusion (mineral); Intervention (counseling); MEDLINE; Medicine; Gerontology; Psychology; Psychological intervention; Nursing; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005326925,0.001593458,0.004607151,0.01288923,0.001064212,0.003664334,0.001771035,0.00301101,0.005837146],"category_scores_gemma":[0.02475929,0.0009466264,0.003916637,0.01303645,0.0009973695,0.003086767,0.001705174,0.001451035,0.0007617268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003005179,"about_ca_system_score_gemma":0.01285381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0103576,"about_ca_topic_score_gemma":0.02284362,"domain_scores_codex":[0.9968675,0.0008425065,0.001077338,0.0002525337,0.000828404,0.0001316497],"domain_scores_gemma":[0.9797689,0.01578295,0.002004292,0.0002236839,0.002016834,0.0002033435],"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":[0.00009633844,0.00004403446,0.0003099839,0.7766829,0.001234225,0.000142349,0.0004224011,0.0001291871,0.0002442567,0.0009478799,0.004744657,0.2150019],"study_design_scores_gemma":[0.00003515498,0.0001062779,0.001479394,0.9207229,0.006849647,0.0004249919,0.0004221241,0.00006271368,0.0001668799,0.0005512119,0.06915036,0.00002847284],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001341327,0.9992126,0.00006132881,0.0001227832,0.00009469957,0.00005760353,0.00003411927,0.000002455362,0.0002801991],"genre_scores_gemma":[0.001202291,0.9982497,0.0001769656,0.0001151508,0.00004653604,0.00008747169,0.0000310084,0.00000136671,0.00008944633],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01288923,"threshold_uncertainty_score":0.02817184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04238187823757147,"score_gpt":0.2904463250573269,"score_spread":0.2480644468197554,"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."}}