{"id":"W4284879785","doi":"10.2196/32593","title":"A German Smartphone-Based Self-management Tool for Psoriasis: Community-Driven Development and Evaluation of Quality-of-Life Effects","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Psoriasis; Quality of life (healthcare); Self-management; Medicine; The Internet; Dermatology Life Quality Index; Psychology; World Wide Web; Computer science; Nursing","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":[0.004484421,0.0005528013,0.0004561498,0.001086238,0.0002221307,0.0004356714,0.0003805607,0.0003811031,0.001893754],"category_scores_gemma":[0.007063016,0.0001839112,0.0007349723,0.0004707706,0.0002556147,0.0002649902,0.0008158245,0.0002374306,0.0003557519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005255357,"about_ca_system_score_gemma":0.0007651071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001172094,"about_ca_topic_score_gemma":0.001778546,"domain_scores_codex":[0.9974049,0.001554591,0.0001941067,0.0001592429,0.0005557736,0.000131386],"domain_scores_gemma":[0.9957981,0.00206326,0.0004461026,0.0002512467,0.001024782,0.0004164519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007879863,0.01266632,0.111567,0.003082301,0.0005707066,0.0007208083,0.004864865,0.003915582,0.03243892,0.0004036456,0.005050489,0.8168395],"study_design_scores_gemma":[0.006468247,0.07014274,0.840514,0.0008697621,0.001716801,0.002535612,0.004051031,0.02989826,0.02620939,0.0005957612,0.01667062,0.0003277834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886026,0.0003054268,0.004538456,0.00009904672,0.00001950907,0.004072047,0.0008010525,0.0001889775,0.001372952],"genre_scores_gemma":[0.9538294,0.0004468839,0.03799827,0.0001094407,0.00001859133,0.005245871,0.001192129,0.0000564123,0.001103068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004484421,"threshold_uncertainty_score":0.02371615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09858262510111789,"score_gpt":0.4089581092152805,"score_spread":0.3103754841141627,"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."}}