{"id":"W2528423199","doi":"10.4018/ijhcr.2016040103","title":"Health Apps by Design","year":2016,"lang":"en","type":"article","venue":"International Journal of Handheld Computing Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Health Infoway","funders":"","keywords":"mHealth; Distrust; Workflow; Internet privacy; Health care; Computer science; Mobile apps; World Wide Web; Psychology; Database","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":[0.006091679,0.001432536,0.0005988092,0.002095329,0.001521472,0.0092395,0.001894522,0.003371469,0.02520293],"category_scores_gemma":[0.01401688,0.0008147291,0.001313276,0.001265594,0.002033356,0.006775111,0.005187894,0.002935553,0.01752151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011527,"about_ca_system_score_gemma":0.002610822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008409952,"about_ca_topic_score_gemma":0.0009431361,"domain_scores_codex":[0.9936385,0.00206495,0.000623457,0.0006029506,0.002472135,0.0005979957],"domain_scores_gemma":[0.9940883,0.001893565,0.0003051984,0.001202096,0.001921945,0.0005889513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001323565,0.0002161971,0.0017505,0.002300642,0.0000659727,0.0005083054,0.003650547,0.0009910492,0.008403698,0.4655894,0.123221,0.3931704],"study_design_scores_gemma":[0.00006097982,0.000189392,0.0007112785,0.0008938612,0.00006159092,0.001189934,0.0005800176,0.001975656,0.002997026,0.05604688,0.9352403,0.00005317542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01008522,0.007656604,0.6092618,0.01622552,0.003692392,0.004988832,0.001773978,0.007950485,0.3383652],"genre_scores_gemma":[0.07548666,0.009984259,0.7556379,0.007538646,0.001091599,0.008395819,0.002267711,0.002388602,0.1372088],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02520293,"threshold_uncertainty_score":0.0843122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2024820373420475,"score_gpt":0.5741268535117536,"score_spread":0.3716448161697061,"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."}}