{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001472172,0.0002483904,0.0004933444,0.0002865895,0.000529086,0.00007717339,0.000125119,0.00008793358,0.00002017271],"category_scores_gemma":[0.0001881627,0.0002087655,0.00003068552,0.0003116088,0.0000638275,0.0002002754,0.00007175021,0.0002146113,0.00001605987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001636089,"about_ca_system_score_gemma":0.0003221684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001152491,"about_ca_topic_score_gemma":0.00009264913,"domain_scores_codex":[0.9973071,0.000262156,0.0005190606,0.0006903141,0.0003457883,0.0008755471],"domain_scores_gemma":[0.9972553,0.0003787067,0.0001520578,0.0003940912,0.0001442407,0.001675557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004740995,0.001261194,0.003307348,0.02624516,0.0001076262,0.000002799669,0.004545065,0.00002827678,0.0002927739,0.008291291,0.05088668,0.9002908],"study_design_scores_gemma":[0.0103079,0.03159892,0.1915875,0.001744432,0.0005573408,0.00008852915,0.001604385,0.01921741,0.0002023804,0.008265456,0.73383,0.0009957957],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7461099,0.002195486,0.182798,0.04396323,0.0005092349,0.02214594,0.0002756327,0.0008180769,0.001184451],"genre_scores_gemma":[0.473144,0.001458234,0.5204655,0.002735519,0.0002616543,0.001402038,0.0001254698,0.00005168104,0.0003558889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.899295,"threshold_uncertainty_score":0.851321,"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."}}