{"id":"W3154114083","doi":"10.2196/26673","title":"Development of an mHealth App for Patients With Psoriasis Undergoing Biological Treatment: Participatory Design Study","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Syddansk Universitet; Odense Universitetshospital","keywords":"mHealth; Psoriasis; Participatory design; Citizen journalism; Smartphone app; Mobile apps; Medicine; Computer science; Internet privacy; World Wide Web; Engineering; Nursing; Dermatology; Operations management; Psychological intervention","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":[0.0001257153,0.0002893298,0.0006409451,0.0001035433,0.0002942981,0.000007719225,0.0001381816,0.0002709095,0.00009022788],"category_scores_gemma":[0.00003434906,0.0002080065,0.00007206226,0.0001497592,0.0001081158,0.00007021776,0.00004113247,0.00006419198,0.00004801116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008825379,"about_ca_system_score_gemma":0.000552738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005729613,"about_ca_topic_score_gemma":0.0001648856,"domain_scores_codex":[0.9977593,0.0006812601,0.0005097605,0.000504157,0.00004316902,0.0005022869],"domain_scores_gemma":[0.9987823,0.0004532439,0.0002159362,0.0003397881,0.0001517757,0.00005694233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007081634,0.03067006,0.7763258,0.000191349,0.004697797,0.0001864238,0.01615441,0.00002301734,0.008903703,0.0006973973,0.0003249501,0.1547435],"study_design_scores_gemma":[0.05483856,0.01335356,0.6651871,0.00007959041,0.001130917,0.0002809098,0.008053738,0.00001426233,0.238446,0.0001940857,0.01720012,0.001221116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969125,0.0004657292,0.0008084186,0.00002843775,0.0002713102,0.001346985,0.00004162465,0.00007948579,0.00004548416],"genre_scores_gemma":[0.9909865,0.00002231764,0.007159586,0.00004168428,0.00001438745,0.001128556,0.0005453844,0.00002389696,0.00007771824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2295423,"threshold_uncertainty_score":0.8482259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08091320830308568,"score_gpt":0.3133051449202552,"score_spread":0.2323919366171696,"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."}}