{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001969937,0.0006014148,0.0004253855,0.0008739104,0.0003240634,0.001395956,0.0009321927,0.001072653,0.03333967],"category_scores_gemma":[0.01073726,0.0002503223,0.0005240423,0.0004740009,0.0002126135,0.001211838,0.001493231,0.0006236269,0.008293885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004160157,"about_ca_system_score_gemma":0.0008247934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005977878,"about_ca_topic_score_gemma":0.0007702481,"domain_scores_codex":[0.9984537,0.0006332491,0.0002751539,0.0002274205,0.0003453814,0.00006497625],"domain_scores_gemma":[0.9939447,0.00438638,0.0003124915,0.0003921216,0.0006759912,0.0002883803],"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":[0.003916238,0.0006907274,0.008298762,0.002980679,0.0001788467,0.001648728,0.001854919,0.004722129,0.01255031,0.007780598,0.1745187,0.7808594],"study_design_scores_gemma":[0.001970772,0.001616936,0.01871367,0.003287218,0.0004572498,0.004842852,0.001132662,0.1309338,0.03291416,0.02515875,0.7785099,0.0004619354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.1727415,0.007971047,0.5124657,0.01521361,0.003095426,0.01012174,0.03320917,0.1172644,0.1279173],"genre_scores_gemma":[0.4623225,0.002770029,0.4775793,0.005255627,0.0008110246,0.00371242,0.0112128,0.00156096,0.03477537],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.03333967,"threshold_uncertainty_score":0.1115323,"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."}}