{"id":"W4410447214","doi":"10.3233/shti250568","title":"Involving Vulnerable User Groups for Designing eHealth: A Designers’ Perspective","year":2025,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"eHealth; Perspective (graphical); Focus group; Computer science; Knowledge management; Internet privacy; Health care; Business; Marketing; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04840167,0.00134438,0.0008763913,0.002990376,0.0171332,0.01304644,0.001996125,0.007028965,0.004641965],"category_scores_gemma":[0.05048342,0.00151048,0.0009764034,0.001460305,0.02058949,0.01237627,0.013454,0.008069858,0.0013044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004500169,"about_ca_system_score_gemma":0.008659207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005313901,"about_ca_topic_score_gemma":0.005331842,"domain_scores_codex":[0.9282313,0.06171183,0.001829138,0.001460021,0.003878757,0.002889029],"domain_scores_gemma":[0.9439717,0.04191379,0.002458595,0.001792932,0.005682467,0.004180611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002790427,0.0001053558,0.003638688,0.000491889,0.00002299218,0.001380862,0.9546333,0.0001966662,0.001345874,0.01849281,0.002772211,0.01689151],"study_design_scores_gemma":[0.00002975811,0.0002362863,0.0009498801,0.00145563,0.00004783133,0.002369465,0.8389298,0.0004845317,0.001180675,0.01513535,0.1390951,0.00008563919],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4349912,0.01485811,0.1714716,0.2197992,0.002158165,0.002155316,0.0001724512,0.0004604995,0.1539334],"genre_scores_gemma":[0.9234592,0.007447162,0.03698321,0.01981366,0.0002405774,0.001164756,0.00005178723,0.000139387,0.01070037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04840167,"threshold_uncertainty_score":0.2559755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0936777515309779,"score_gpt":0.4836247414827933,"score_spread":0.3899469899518154,"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."}}