{"id":"W4387935265","doi":"10.1371/journal.pdig.0000213","title":"Maximizing the value of patient and public involvement in the digital health co-design process: A qualitative descriptive study with design leaders and patient-public partners","year":2023,"lang":"en","type":"article","venue":"PLOS Digital Health","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; University Health Network; Hamilton Health Sciences; McMaster University; Trillium Health Centre; Population Health Research Institute","funders":"","keywords":"Public health; Psychological intervention; Public relations; Intervention (counseling); Qualitative research; Digital health; Medicine; Value (mathematics); Nursing; Health care; Knowledge management; Psychology; Computer science; Political science; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003417005,0.000404327,0.0007370631,0.0004023519,0.001814842,0.0001608124,0.0003382968,0.0001033872,0.000004376347],"category_scores_gemma":[0.0006871083,0.0002451088,0.00003958619,0.001664603,0.0005277572,0.0007433808,0.0001357364,0.0008540227,0.00001956006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005437965,"about_ca_system_score_gemma":0.004747193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00062776,"about_ca_topic_score_gemma":0.0004609466,"domain_scores_codex":[0.9913602,0.003290463,0.001782231,0.0007776296,0.001033777,0.001755656],"domain_scores_gemma":[0.9934384,0.003693082,0.001168217,0.0005589597,0.0003246498,0.0008166805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005500191,0.002233941,0.03903765,0.002481928,0.0001014136,0.00000533549,0.9019969,0.00007009134,4.498005e-7,0.005241358,0.005176813,0.04310409],"study_design_scores_gemma":[0.001851353,0.006494896,0.005052096,0.0004953457,0.00001012821,0.000004050773,0.9813086,0.0006654462,0.00000130436,0.001988113,0.00189685,0.0002318613],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9116604,0.001232963,0.001621728,0.05018267,0.00008046762,0.03412626,0.0003775502,0.0002336342,0.0004843152],"genre_scores_gemma":[0.9801409,0.0003815222,0.0002699502,0.00599507,0.00002792722,0.01298869,0.0001206153,0.00005960268,0.00001569685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07931165,"threshold_uncertainty_score":0.9995248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2777935966520798,"score_gpt":0.4541514201626684,"score_spread":0.1763578235105886,"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."}}