{"id":"W2099532293","doi":"10.2196/mhealth.3599","title":"User Preferences and Design Recommendations for an mHealth App to Promote Cystic Fibrosis Self-Management","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":169,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Johns Hopkins University; Cystic Fibrosis Foundation Therapeutics; Cystic Fibrosis Foundation","keywords":"mHealth; Self-management; Mobile apps; Medicine; Smartphone app; Cystic fibrosis; Psychology; Computer science; Internet privacy; World Wide Web; Nursing; Psychological intervention; 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":[0.004513423,0.0005066937,0.0002861368,0.0007760241,0.0009454649,0.001789157,0.0006246971,0.001812064,0.005515014],"category_scores_gemma":[0.0155291,0.0002984714,0.0008557445,0.0003314454,0.0002702747,0.00212009,0.0008618626,0.0008906752,0.002004692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003981924,"about_ca_system_score_gemma":0.0009207408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286033,"about_ca_topic_score_gemma":0.004779067,"domain_scores_codex":[0.9982616,0.0007979723,0.0002378263,0.0001162356,0.0004190565,0.000167274],"domain_scores_gemma":[0.9945569,0.003538549,0.0003388138,0.0001541528,0.000980716,0.0004308255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001071381,0.002560434,0.1608226,0.005073391,0.0001328186,0.002570048,0.05187088,0.0006533313,0.01932915,0.001166967,0.04116519,0.7135839],"study_design_scores_gemma":[0.001098737,0.00808978,0.4192535,0.0123992,0.001319802,0.01295366,0.1374366,0.01681651,0.01861738,0.007724204,0.3633671,0.000923522],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8983897,0.004287248,0.03392777,0.01549827,0.0004579596,0.005648244,0.00149205,0.001586788,0.03871207],"genre_scores_gemma":[0.781468,0.004592341,0.1896085,0.005941059,0.0001490851,0.004063337,0.0009588941,0.0002153732,0.01300346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005515014,"threshold_uncertainty_score":0.02386957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0755626003113747,"score_gpt":0.4120018578053948,"score_spread":0.3364392574940201,"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."}}