{"id":"W4226495052","doi":"10.2196/35591","title":"Human-Centered Design Approaches in Digital Mental Health Interventions: Exploratory Mapping Review","year":2022,"lang":"en","type":"review","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Institut Universitaire en Santé Mentale de Québec; Université du Québec à Montréal","funders":"Université du Québec à Montréal","keywords":"Mental health; User-centered design; Participatory design; Psychological intervention; Context (archaeology); Digital health; Exploratory research; Scope (computer science); Computer science; Psychology; Knowledge management; Health care; Human–computer interaction; Engineering; Sociology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.05021939,0.001729766,0.003082978,0.02100501,0.001897892,0.006160899,0.002749338,0.001840917,0.006285314],"category_scores_gemma":[0.1127518,0.001116908,0.004292463,0.01895259,0.003103387,0.006514807,0.004398505,0.001655329,0.0007119977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005829618,"about_ca_system_score_gemma":0.02177853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005237053,"about_ca_topic_score_gemma":0.008704864,"domain_scores_codex":[0.9414953,0.04343275,0.006829743,0.001861757,0.005623606,0.0007568363],"domain_scores_gemma":[0.7821423,0.1964962,0.006580502,0.004014349,0.01022166,0.0005448833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001777935,0.0003001769,0.003087337,0.4358472,0.001915552,0.0006030494,0.02003407,0.001566686,0.0005121612,0.02351154,0.00400001,0.5084444],"study_design_scores_gemma":[0.000159829,0.0006456826,0.006278945,0.7601119,0.005265156,0.001147371,0.03110494,0.001656052,0.001426162,0.02168208,0.1703754,0.0001464025],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01330135,0.9311701,0.03351744,0.002965934,0.0004392926,0.006394902,0.0006533249,0.0001143981,0.01144318],"genre_scores_gemma":[0.1321599,0.7828619,0.07074293,0.001412749,0.0001891685,0.01109068,0.0005116407,0.00007777004,0.0009533557],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05021939,"threshold_uncertainty_score":0.2655888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5030373146170068,"score_gpt":0.5176405419696521,"score_spread":0.0146032273526453,"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."}}