{"id":"W4401421111","doi":"10.1186/s13223-024-00899-3","title":"Focused allergic rhinitis practice parameter for Canada","year":2024,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Jewish General Hospital; University of Manitoba; Memorial University of Newfoundland; Western University; Queen's University; McMaster University; Kingston Health Sciences Centre; University of British Columbia","funders":"","keywords":"Antihistamine; Medicine; Nasal administration; Allergy; First line; Immunotherapy; Internal medicine; Intensive care medicine; Immunology; Immune system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003546846,0.0001896824,0.0004530137,0.00005516507,0.0001092763,0.00004637724,0.0000717871,0.0002965972,0.0002280321],"category_scores_gemma":[0.001312096,0.0001598828,0.0001590135,0.0001062572,0.0001791251,0.0001228555,0.00005287745,0.0003947942,0.00002543583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005124198,"about_ca_system_score_gemma":0.0005791654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02021525,"about_ca_topic_score_gemma":0.05799319,"domain_scores_codex":[0.9982345,0.0001568057,0.0006389077,0.0004848716,0.0001526646,0.0003322386],"domain_scores_gemma":[0.9965143,0.002808304,0.00009045084,0.0002520522,0.0001939159,0.0001410189],"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":[0.005375906,0.0008651809,0.0006359466,0.0001859031,0.0118805,0.004064447,0.0006939287,0.00001476561,0.000479338,0.08942832,0.1271191,0.7592567],"study_design_scores_gemma":[0.002117103,0.001362627,0.0129008,0.00009595311,0.00009443243,0.0008980309,0.000263511,0.003703098,0.00002807357,0.000900622,0.977421,0.0002147016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8512247,0.02848192,0.009729256,0.08586998,0.006656061,0.001330169,0.00005136181,0.0003705776,0.01628593],"genre_scores_gemma":[0.9740566,0.01086452,0.003616177,0.007580236,0.000551489,0.00004928945,0.0001817045,0.00005806975,0.00304194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.850302,"threshold_uncertainty_score":0.9863092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02458761355231323,"score_gpt":0.3183851997714921,"score_spread":0.2937975862191788,"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."}}