{"id":"W4388306568","doi":"10.2196/50293","title":"Dissemination Strategies for mHealth Apps: Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitat Oberta de Catalunya; World Health Organization","keywords":"mHealth; Timeline; CINAHL; PsycINFO; Internet privacy; Download; Scopus; World Wide Web; App store; Computer science; MEDLINE; Psychological intervention; Medicine; Nursing","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":[0.05486311,0.002941944,0.01088251,0.02375271,0.001971536,0.006504565,0.003977331,0.003492177,0.008918841],"category_scores_gemma":[0.2103415,0.002110705,0.01135356,0.02098585,0.002149617,0.008656134,0.004083165,0.002999755,0.0009282058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01095156,"about_ca_system_score_gemma":0.04514695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014144,"about_ca_topic_score_gemma":0.01864909,"domain_scores_codex":[0.9490421,0.02189022,0.01644751,0.001863048,0.009753225,0.001003842],"domain_scores_gemma":[0.809418,0.1480891,0.02411005,0.002913137,0.01427514,0.001194584],"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":[0.00008113277,0.00001842445,0.0002449418,0.9702334,0.00275223,0.00004137135,0.0004092061,0.00006339008,0.00004253221,0.0002389863,0.001068937,0.02480543],"study_design_scores_gemma":[0.0001754631,0.00007627737,0.0005973813,0.9757273,0.01497776,0.00007401254,0.0004104284,0.00006607227,0.00009265067,0.0002766276,0.00750311,0.00002290823],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001392907,0.9849195,0.001340084,0.001268951,0.0003594044,0.008543242,0.001043413,0.00007660763,0.001055924],"genre_scores_gemma":[0.02067423,0.9576601,0.005324026,0.001419376,0.000181796,0.01372358,0.0006331357,0.00003266182,0.0003512182],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05486311,"threshold_uncertainty_score":0.2901473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2216163517007985,"score_gpt":0.5787743830354403,"score_spread":0.3571580313346417,"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."}}