{"id":"W4395098963","doi":"10.2196/55548","title":"Remote Inclusion of Vulnerable Users in mHealth Intervention Design: Retrospective Case Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norges Forskningsråd; Queensland University of Technology; Universitetet i Stavanger; Children's Hospital Foundation","keywords":"mHealth; Intervention (counseling); Inclusion (mineral); Computer science; Internet privacy; Medicine; Psychological intervention; Psychology; Medical emergency; Nursing; Social psychology","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":[0.04878245,0.001025631,0.00110896,0.006222192,0.004987982,0.00265998,0.002723023,0.002275165,0.004432793],"category_scores_gemma":[0.07815289,0.001329793,0.001294808,0.003353098,0.0040687,0.002864169,0.005155476,0.002229703,0.0008619645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004798557,"about_ca_system_score_gemma":0.008278931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00543046,"about_ca_topic_score_gemma":0.01171904,"domain_scores_codex":[0.9549667,0.03200272,0.004419725,0.002322023,0.004205615,0.002083223],"domain_scores_gemma":[0.9302873,0.04453461,0.009165875,0.00743096,0.007141144,0.001440102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.001187461,0.006306064,0.1978524,0.005744565,0.0001949139,0.02243301,0.5737345,0.0006452847,0.003131628,0.003638729,0.003213957,0.1819175],"study_design_scores_gemma":[0.0003849863,0.01110046,0.1392627,0.0103368,0.0007696861,0.02204718,0.7344484,0.002207019,0.01023028,0.004915744,0.06398556,0.0003111164],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.928533,0.004357357,0.0208059,0.001066206,0.0001019162,0.03585192,0.0006661195,0.00006447259,0.008553103],"genre_scores_gemma":[0.9390969,0.004259202,0.02981532,0.0008662068,0.00008443336,0.02280055,0.000395597,0.00004969321,0.002632129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04878245,"threshold_uncertainty_score":0.2579893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08249047542893383,"score_gpt":0.4849013658599098,"score_spread":0.402410890430976,"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."}}