{"id":"W4403588430","doi":"10.2196/63832","title":"Considerations When Designing Inclusive Digital Health Solutions for Older Adults Living With Frailty or Impairments","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sykehuset Innlandet HF; European Commission","keywords":"Sociotechnical system; Digital health; Psychological intervention; Health care; Public relations; Perspective (graphical); Knowledge management; Service (business); Sociology; Health technology; Psychology; Business; Political science; Nursing; Medicine; Marketing; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02780406,0.0009828339,0.0007604488,0.002101725,0.006931393,0.01661058,0.002783938,0.006276712,0.006816765],"category_scores_gemma":[0.05452956,0.0008225329,0.001511726,0.001058624,0.009501479,0.0179553,0.0168456,0.005709195,0.001695802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004858208,"about_ca_system_score_gemma":0.01329036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002877636,"about_ca_topic_score_gemma":0.006313686,"domain_scores_codex":[0.9802098,0.01340845,0.001351928,0.000690446,0.003113705,0.001225644],"domain_scores_gemma":[0.9721802,0.01858704,0.001385607,0.001733541,0.003511642,0.002601896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001394241,0.000605066,0.007402639,0.003535515,0.0001067915,0.002278755,0.211393,0.004567401,0.002958988,0.3054118,0.05058313,0.4110174],"study_design_scores_gemma":[0.00008114744,0.0004580694,0.002392851,0.006586921,0.000121057,0.001310216,0.156864,0.002721489,0.001906752,0.1731833,0.6542513,0.0001229293],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.1201322,0.02009238,0.2929353,0.3121066,0.005328651,0.002811028,0.0002632023,0.0009256557,0.245405],"genre_scores_gemma":[0.4914764,0.01373273,0.433303,0.03018568,0.0006958899,0.004306768,0.0002031153,0.0004608021,0.02563566],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02780406,"threshold_uncertainty_score":0.1470437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07641689571118976,"score_gpt":0.433642457220648,"score_spread":0.3572255615094583,"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."}}