{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01045322,0.0001077634,0.0002987733,0.0004603326,0.0007711338,0.00002418182,0.0009207623,0.0001130247,0.0003334393],"category_scores_gemma":[0.001402797,0.00007075038,0.00007484196,0.0002553863,0.00010741,0.0001342434,0.0002068958,0.001033218,0.000330094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007756382,"about_ca_system_score_gemma":0.002542977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001506894,"about_ca_topic_score_gemma":0.00001265602,"domain_scores_codex":[0.9946575,0.001597296,0.001309892,0.0002197626,0.00138494,0.0008305928],"domain_scores_gemma":[0.9911164,0.00475128,0.0007673005,0.0002252902,0.002568564,0.0005711769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002592539,0.0001338523,0.006674323,0.00005414634,0.00004502532,0.00001155096,0.00040816,0.000009983703,0.001214381,0.004242018,0.5051466,0.4818007],"study_design_scores_gemma":[0.003669112,0.0007000733,0.00357377,0.002051485,0.000003408994,0.00007729855,0.0004278955,0.0003108598,0.0004832191,0.00647829,0.9820818,0.0001427763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03409363,0.003988733,0.7092589,0.2421706,0.004199531,0.002312902,0.00005558397,0.00008806831,0.003831982],"genre_scores_gemma":[0.9827603,0.003150484,0.005921972,0.003218973,0.002285376,0.0001275626,0.000005225006,0.00003181408,0.002498331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9486666,"threshold_uncertainty_score":0.5931016,"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."}}