{"id":"W2783767508","doi":"10.1111/all.13406","title":"Treatment of allergic rhinitis using mobile technology with real‐world data: The <scp>MASK</scp> observational pilot study","year":2018,"lang":"en","type":"review","venue":"Allergy","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Observational study; Medicine; Visual analogue scale; Allergy; Randomized controlled trial; Mobile phone; Asthma; Physical therapy; Internal medicine; Computer science; Immunology","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":[0.01036025,0.0006411169,0.0006692213,0.0007819906,0.001257219,0.0008930779,0.0008649094,0.001031217,0.003364583],"category_scores_gemma":[0.01627031,0.0005798654,0.001205667,0.0006957667,0.001285274,0.001662786,0.00113819,0.001593209,0.001100258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001323298,"about_ca_system_score_gemma":0.004022163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006935465,"about_ca_topic_score_gemma":0.00713706,"domain_scores_codex":[0.9933097,0.004134334,0.0007647356,0.0005388309,0.0008210519,0.0004313643],"domain_scores_gemma":[0.9810075,0.007098987,0.004629587,0.002836797,0.002659085,0.001768023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03114412,0.1307884,0.7052436,0.002960719,0.001279848,0.001143324,0.01183054,0.0009992439,0.003710265,0.0004479259,0.007786326,0.1026658],"study_design_scores_gemma":[0.01373776,0.2204775,0.7384433,0.0005932808,0.0009469151,0.0009972067,0.009262475,0.002145959,0.00247524,0.0004671339,0.01022681,0.0002265217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9926771,0.0001744498,0.0009246931,0.0001698673,0.00003469284,0.004372436,0.0008497211,0.0000274275,0.0007694933],"genre_scores_gemma":[0.9858132,0.0002907571,0.003425019,0.0005197774,0.00009208658,0.008362734,0.001067757,0.00001214107,0.0004164197],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01036025,"threshold_uncertainty_score":0.05479091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2123740488075593,"score_gpt":0.374869297445081,"score_spread":0.1624952486375216,"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."}}