{"id":"W2804614166","doi":"10.2196/10741","title":"User Requirements for Technology to Assist Aging in Place: Qualitative Study of Older People and Their Informal Support Networks","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Aging in place; Internet privacy; Qualitative research; Social support; Psychology; Theme (computing); Gerontology; Knowledge management; Sociology; Medicine; Computer science; Social psychology; World Wide Web; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002005934,0.0001504169,0.0003855874,0.0004310496,0.0005265163,0.00001921093,0.0002008562,0.0002215942,0.000008230129],"category_scores_gemma":[0.000156331,0.0001356995,0.00001528026,0.0007906315,0.0003470458,0.0001959721,0.0001238791,0.0002205765,0.000001351585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009814869,"about_ca_system_score_gemma":0.000357568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002178733,"about_ca_topic_score_gemma":0.08035643,"domain_scores_codex":[0.9980509,0.0001863032,0.0005174861,0.0003501245,0.000166581,0.0007286268],"domain_scores_gemma":[0.9989677,0.0001994612,0.0002433791,0.0002045623,0.0001500152,0.0002348481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001668781,0.0002622297,0.2740701,0.0001883486,0.00001393857,5.817278e-7,0.7032666,0.000001229523,0.000001625052,0.002948094,0.001005861,0.0180745],"study_design_scores_gemma":[0.002812794,0.002798015,0.3820768,0.00009463416,0.00001365529,0.000001770132,0.6072654,0.0001062353,0.00001059529,0.0006924192,0.003921745,0.0002059361],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910567,0.00008285162,0.0005292784,0.005693458,0.0001487995,0.002209099,0.00001357488,0.0000938059,0.0001724728],"genre_scores_gemma":[0.9984543,0.00006973966,0.0004226784,0.0005987185,0.00007749494,0.0002718563,0.000003968893,0.0000132057,0.00008807234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1080066,"threshold_uncertainty_score":0.9364247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04630617428704467,"score_gpt":0.4429246820339484,"score_spread":0.3966185077469037,"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."}}