{"id":"W4308709557","doi":"10.1002/9781119678816.iehc0788","title":"Mobile Health, Behavior Change","year":2022,"lang":"en","type":"other","venue":"The International Encyclopedia of Health Communication","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"mHealth; Internet privacy; Behavior change; Mobile device; Key (lock); Population; Psychological intervention; Computer science; Computer security; Psychology; Medicine; World Wide Web; Environmental health; 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":[0.00166028,0.0005650376,0.0005187604,0.001660527,0.00133401,0.004979214,0.0005725804,0.00293624,0.03014178],"category_scores_gemma":[0.005956561,0.0001690256,0.0003442622,0.00163208,0.002068177,0.003019185,0.002809241,0.00219133,0.006824178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002002064,"about_ca_system_score_gemma":0.002479002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004116277,"about_ca_topic_score_gemma":0.004604427,"domain_scores_codex":[0.9986626,0.0005996833,0.00007311961,0.0001989497,0.0003469487,0.0001188066],"domain_scores_gemma":[0.9980046,0.001158185,0.0001468993,0.0001131634,0.0002872473,0.0002898925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005907397,0.0001348973,0.002073003,0.002662264,0.00002247766,0.0002572834,0.002290243,0.0001081908,0.0003790603,0.07293139,0.1416045,0.7774776],"study_design_scores_gemma":[0.00001560366,0.0001542908,0.006766415,0.003294218,0.00002325129,0.001127407,0.002336338,0.0001404228,0.0001430606,0.04384821,0.9421274,0.00002339341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008433811,0.4065287,0.006417388,0.129224,0.009650856,0.0002871662,0.001192064,0.0006017709,0.4376642],"genre_scores_gemma":[0.1873356,0.5484185,0.01421831,0.06168375,0.01412989,0.0008954469,0.001081251,0.0002341589,0.1720031],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03014178,"threshold_uncertainty_score":0.1008343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0734848296488145,"score_gpt":0.4411944474489637,"score_spread":0.3677096178001492,"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."}}