{"id":"W3196546591","doi":"10.2196/27896","title":"Using Co-design in Mobile Health System Development: A Qualitative Study With Experts in Co-design and Mobile Health System Development","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Government","keywords":"mHealth; Design science research; Knowledge management; Thematic analysis; Computer science; Systems design; Stakeholder; Exploratory research; Qualitative research; Information system; Process management; Engineering; Medicine; Nursing; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04457938,0.0009792495,0.001425145,0.002622102,0.0132737,0.005840093,0.00235875,0.004147866,0.003827331],"category_scores_gemma":[0.04728121,0.001209253,0.000843838,0.001910366,0.01492504,0.007475272,0.00895799,0.00634219,0.0008721033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007735655,"about_ca_system_score_gemma":0.009395288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005063618,"about_ca_topic_score_gemma":0.007304437,"domain_scores_codex":[0.9478177,0.04332038,0.001153252,0.00219534,0.002225921,0.003287381],"domain_scores_gemma":[0.9091552,0.0736926,0.002688254,0.001837786,0.006243367,0.006382866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004602399,0.0001100023,0.001244284,0.0002400425,0.000004587463,0.0007757259,0.9905515,0.00008505868,0.0007869047,0.001425974,0.0005340594,0.004195889],"study_design_scores_gemma":[0.00001892586,0.0001369668,0.0005802747,0.0005104918,0.000007897725,0.0004847625,0.9765927,0.0004275628,0.0006804304,0.0009002238,0.01963047,0.0000292902],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9331568,0.002623491,0.03858918,0.009103855,0.0003135364,0.002057832,0.0002259755,0.0000923896,0.0138368],"genre_scores_gemma":[0.979911,0.001248024,0.00885741,0.002569401,0.00004966708,0.001488259,0.00008238804,0.00008528557,0.0057086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04457938,"threshold_uncertainty_score":0.235761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1850376034239241,"score_gpt":0.5128204471593458,"score_spread":0.3277828437354217,"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."}}