{"id":"W2862427284","doi":"10.1111/cea.13230","title":"Electronic Clinical Decision Support System for allergic rhinitis management: MASK e‐CDSS","year":2018,"lang":"en","type":"article","venue":"Clinical & Experimental Allergy","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba; Health Sciences Centre; McMaster University","funders":"","keywords":"Clinical decision support system; Computer science; Medicine; mHealth; Decision support system; Artificial intelligence; Nursing","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001383322,0.0004466595,0.001126519,0.0001308814,0.0003220695,0.00006648603,0.0003391845,0.0004958453,0.00119037],"category_scores_gemma":[0.0001760541,0.000398126,0.0008558574,0.0002192771,0.000509435,0.0001583593,0.0002546838,0.000398602,0.000941942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002525177,"about_ca_system_score_gemma":0.0001749061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001213192,"about_ca_topic_score_gemma":0.00002105863,"domain_scores_codex":[0.9946995,0.0002188977,0.002354154,0.001205967,0.0006173944,0.0009040645],"domain_scores_gemma":[0.9973662,0.000532663,0.0004021511,0.0008259667,0.0002798878,0.0005930539],"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":[0.04101845,0.01556751,0.007127852,0.0005542836,0.008905592,0.002912965,0.001971386,0.00001827627,0.002612677,0.2195392,0.3112009,0.388571],"study_design_scores_gemma":[0.03567711,0.0240059,0.0152267,0.0008159843,0.0003755635,0.0008253751,0.004166464,0.007352608,0.004586366,0.00150041,0.9039676,0.001499973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8763402,0.001221273,0.02158996,0.0009025985,0.007218046,0.003169588,0.00003787827,0.0007488698,0.08877161],"genre_scores_gemma":[0.9811555,0.001172943,0.007813212,0.002631322,0.002891136,0.0001458722,0.0003062015,0.0001225427,0.003761298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5927666,"threshold_uncertainty_score":0.9998471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04201591464644603,"score_gpt":0.3865399501018106,"score_spread":0.3445240354553646,"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."}}