{"id":"W2596012313","doi":"10.2196/mhealth.7073","title":"Content, Usability, and Utilization of Plain Language in Breast Cancer Mobile Phone Apps: A Systematic Analysis","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute","keywords":"Usability; Breast cancer; Mobile phone; Medicine; Mammography; Internet privacy; Phone; App store; Cancer; World Wide Web; Computer science; Internal medicine","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":[0.02455267,0.0006773213,0.00333104,0.008096004,0.0008021604,0.001811551,0.001143361,0.0008251274,0.0009551069],"category_scores_gemma":[0.1011392,0.0008266474,0.006234794,0.007792174,0.001373413,0.00280839,0.002237014,0.001016245,0.0001323538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002084875,"about_ca_system_score_gemma":0.006272737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007160402,"about_ca_topic_score_gemma":0.01517634,"domain_scores_codex":[0.9722987,0.01023811,0.01001171,0.001680641,0.005342145,0.0004287493],"domain_scores_gemma":[0.8927464,0.07783606,0.01852407,0.002222326,0.008043062,0.0006280161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001476416,0.0003011392,0.2511323,0.5355591,0.02314463,0.0006737357,0.02231749,0.0003390634,0.0008507494,0.0005975509,0.003022488,0.1605854],"study_design_scores_gemma":[0.0008810468,0.00219731,0.5328072,0.3525398,0.06707373,0.002151254,0.01820959,0.001532298,0.001118387,0.001064677,0.02008628,0.0003383876],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5566491,0.4179427,0.003387981,0.001281672,0.000218842,0.008768847,0.008806152,0.0000724936,0.00287219],"genre_scores_gemma":[0.8799164,0.102205,0.006418723,0.0007122501,0.00007140874,0.008188177,0.002106237,0.00004054953,0.0003411871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02455267,"threshold_uncertainty_score":0.1298485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1191780290452743,"score_gpt":0.4887950578800304,"score_spread":0.3696170288347561,"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."}}