{"id":"W4403816786","doi":"10.1093/eurpub/ckae144.1201","title":"Digital Health Interventions’ Impact on Health Literacy: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"European Journal of Public Health","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Université Laval","funders":"","keywords":"Health literacy; Psychological intervention; Psychology; Environmental health; Medicine; Health care; Political science; Nursing","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":[0.01102142,0.001620044,0.007777831,0.009305839,0.0007648818,0.003539159,0.001584619,0.001983904,0.007801783],"category_scores_gemma":[0.05277625,0.000940342,0.007603617,0.009204837,0.0008749845,0.002554435,0.00195476,0.001468169,0.0004658676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003741195,"about_ca_system_score_gemma":0.01397999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005740261,"about_ca_topic_score_gemma":0.01696223,"domain_scores_codex":[0.9906499,0.003883851,0.002787549,0.0005490265,0.00183143,0.000298313],"domain_scores_gemma":[0.9622016,0.03060112,0.003838343,0.0004458691,0.002587165,0.0003259619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001419229,0.0000236939,0.0003014433,0.9507616,0.005321801,0.00003793134,0.0001298551,0.00006739793,0.00008527546,0.0002409517,0.0008976866,0.04199024],"study_design_scores_gemma":[0.0001955722,0.0001814485,0.001741369,0.9336734,0.04721591,0.0001372323,0.0001919399,0.00006945733,0.0001654621,0.0002964879,0.0161103,0.00002151969],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007660241,0.9974461,0.0001783016,0.0002833543,0.0001311911,0.0005018659,0.000285323,0.00001159539,0.000396233],"genre_scores_gemma":[0.01302288,0.9846011,0.0006440022,0.000493138,0.00008037734,0.0008518281,0.0001754682,0.000005863281,0.0001253587],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01102142,"threshold_uncertainty_score":0.05828756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.250685201018498,"score_gpt":0.5675327800703189,"score_spread":0.3168475790518209,"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."}}