{"id":"W2253134395","doi":"10.2196/mhealth.4423","title":"Guidelines and Recommendations for Developing Interactive eHealth Apps for Complex Messaging in Health Promotion","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"eHealth; mHealth; Internet privacy; Computer science; Android (operating system); Mobile phone; World Wide Web; Health care; Harm; Phone; Medicine; Psychological intervention; Psychology; 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":[0.06797891,0.003792567,0.001781722,0.009205634,0.003691204,0.007811722,0.009132543,0.01918126,0.01755327],"category_scores_gemma":[0.1654845,0.001887122,0.005028786,0.005366298,0.004569999,0.0106802,0.007274486,0.01220963,0.01572037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005383105,"about_ca_system_score_gemma":0.03434369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01158931,"about_ca_topic_score_gemma":0.02654774,"domain_scores_codex":[0.9189945,0.04939846,0.01369176,0.00183275,0.01393387,0.002148608],"domain_scores_gemma":[0.7723879,0.1340095,0.01404706,0.007893343,0.06124253,0.01041961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002361615,0.001906221,0.003444462,0.02586466,0.0001124185,0.001815694,0.0139605,0.001633861,0.002710932,0.01433453,0.3081486,0.6258321],"study_design_scores_gemma":[0.0006425367,0.000572525,0.005006668,0.122549,0.0004865615,0.001508668,0.01058602,0.001897305,0.00250245,0.02411006,0.8297925,0.0003457537],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01001992,0.0799659,0.2383376,0.421206,0.01297269,0.06079318,0.004119105,0.009715575,0.1628701],"genre_scores_gemma":[0.01458281,0.05164481,0.8258517,0.03402607,0.001013207,0.04127156,0.002171965,0.0007832189,0.02865474],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06797891,"threshold_uncertainty_score":0.3595111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3165615537011131,"score_gpt":0.5633721663825877,"score_spread":0.2468106126814746,"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."}}