{"id":"W4416244470","doi":"10.1002/clt2.70110","title":"Key Predictors of Adherence to a Mobile Health App for Managing Chronic Spontaneous Urticaria","year":2025,"lang":"en","type":"article","venue":"Clinical and Translational Allergy","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Sanofi Genzyme; BioCryst; Celltrion; Sanofi; AstraZeneca; Kuwait University; Taiho Pharmaceutical; Pfizer","keywords":"mHealth; Mobile apps; Key (lock); Residence; MEDLINE; Chronic disease; Medication adherence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002046126,0.0002835336,0.0002952711,0.0005782482,0.0003570559,0.0006872113,0.0003425171,0.0005798051,0.003046414],"category_scores_gemma":[0.01410463,0.0001443314,0.0007697678,0.0008637605,0.0002396946,0.0003666063,0.0004035362,0.001235165,0.0002825546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002619792,"about_ca_system_score_gemma":0.0006145478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002664016,"about_ca_topic_score_gemma":0.003280289,"domain_scores_codex":[0.9983869,0.0005972483,0.0002418933,0.0001772807,0.0004351572,0.0001616059],"domain_scores_gemma":[0.9846112,0.006376289,0.006877663,0.0004373056,0.001047028,0.0006505275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006149471,0.00005014646,0.9966673,0.00002776525,0.0000689842,0.00001792753,0.00004283719,0.00008886878,0.00004584151,0.000009616363,0.0001147323,0.002804427],"study_design_scores_gemma":[0.000005072125,0.0001261151,0.9984618,0.00002853409,0.00006157353,0.0001546464,0.00009681345,0.000842876,0.00004197293,0.00001762115,0.0001592164,0.000003626872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973911,0.0005415482,0.0003695638,0.0002607062,0.00001137774,0.00003379922,0.0005519076,0.00001130359,0.0008285696],"genre_scores_gemma":[0.9991727,0.0001276334,0.000343567,0.00002404158,0.00001370325,0.00002212241,0.0001975179,0.00000224111,0.00009640652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003046414,"threshold_uncertainty_score":0.01082104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02534828314062665,"score_gpt":0.3476059385570374,"score_spread":0.3222576554164107,"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."}}