{"id":"W2888998947","doi":"10.2196/mhealth.6490","title":"What Drives Young Vietnamese to Use Mobile Health Innovations? Implications for Health Communication and Behavioral Interventions","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vietnamese; Psychological intervention; Psychology; Health communication; mHealth; Applied psychology; Communication; Psychiatry","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":[0.001377563,0.0002209514,0.0004110331,0.0005238084,0.001159172,0.002394194,0.0005506481,0.0007796895,0.006461147],"category_scores_gemma":[0.007016877,0.0002749214,0.0004399587,0.0007023277,0.0006785428,0.001635291,0.0008593467,0.001110159,0.0003181536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001570981,"about_ca_system_score_gemma":0.005009255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02097087,"about_ca_topic_score_gemma":0.02738235,"domain_scores_codex":[0.9991424,0.0002795274,0.00005659206,0.0001045242,0.0001262475,0.0002906898],"domain_scores_gemma":[0.9974056,0.0009450263,0.0005307668,0.00003984148,0.0003515487,0.0007271224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001196692,0.001101956,0.7638451,0.001834513,0.0001031069,0.001807755,0.08954187,0.0000789172,0.0007816054,0.001908141,0.004863949,0.1340134],"study_design_scores_gemma":[0.00003773003,0.0002956181,0.6867689,0.002823799,0.0001177277,0.0006800807,0.2951555,0.0003194677,0.0002145988,0.001097754,0.012455,0.0000337844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693004,0.006703123,0.00023406,0.0139361,0.0001461772,0.0002109894,0.0003010952,0.000009910897,0.009158152],"genre_scores_gemma":[0.992077,0.004420933,0.0003769794,0.001330498,0.00003707021,0.0001324086,0.0001205592,0.000005059362,0.001499545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02097087,"threshold_uncertainty_score":0.04169762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1999424510896413,"score_gpt":0.5604974539455883,"score_spread":0.3605550028559469,"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."}}