{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002370943,0.0006383252,0.002205501,0.0004426386,0.0002221627,0.00003461708,0.0005340201,0.0001638949,0.00006215267],"category_scores_gemma":[0.00008213472,0.0003680263,0.0001598836,0.001188722,0.0004340246,0.0001131145,0.0002369382,0.0002530075,0.00002711365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002531326,"about_ca_system_score_gemma":0.0008247275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009308914,"about_ca_topic_score_gemma":0.00350866,"domain_scores_codex":[0.9968106,0.0002357928,0.001052335,0.0008812977,0.0006073298,0.0004126183],"domain_scores_gemma":[0.9960427,0.0005032822,0.000994994,0.001977147,0.0003774783,0.0001044511],"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":[0.0004704185,0.02331704,0.004558693,0.006774195,0.04214446,0.003512674,0.004099687,0.0002571531,0.00001483987,0.01083383,0.0195307,0.8844863],"study_design_scores_gemma":[0.00145209,0.009930912,0.0004301161,0.002099261,0.001482341,0.0004500326,0.0005740557,0.0002352326,0.000001206132,0.00003610921,0.9831589,0.0001497494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01210441,0.9789099,0.0000820455,0.00008971971,0.0003311883,0.004326859,0.0002376355,0.000154312,0.00376392],"genre_scores_gemma":[0.002371976,0.9904026,0.00139878,0.00004208615,0.0006384302,0.0002928209,0.002557343,0.0001369276,0.002158972],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9636282,"threshold_uncertainty_score":0.9998772,"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."}}