{"id":"W4405831801","doi":"10.1186/s13223-024-00923-6","title":"Allergic rhinitis","year":2024,"lang":"en","type":"review","venue":"Allergy Asthma and Clinical Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Jewish General Hospital; McMaster University; University of Manitoba","funders":"","keywords":"Medicine; rhinorrhea; Nasal congestion; Nasal administration; Dermatology; Allergen immunotherapy; Asthma; Allergen; Immunotherapy; Allergy; Physical examination; Immunology; Intensive care medicine; Immune system; Nose; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003863778,0.0006216515,0.003173935,0.0002424492,0.0001058683,0.00005759394,0.0001783963,0.001640477,0.0006788498],"category_scores_gemma":[0.0002333902,0.0004512353,0.001143763,0.0002657351,0.0005018875,0.00005470408,0.000295389,0.00167321,0.001548533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005205602,"about_ca_system_score_gemma":0.0004004658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002854097,"about_ca_topic_score_gemma":0.0000371623,"domain_scores_codex":[0.9962074,0.0004066025,0.001753577,0.0009720881,0.0001949337,0.0004654379],"domain_scores_gemma":[0.9982308,0.0004914991,0.0003395609,0.0006003166,0.0001083904,0.0002293918],"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":[0.00004866508,0.0001506426,0.00000139896,0.001490766,0.00457437,0.001158764,0.00003139429,2.237133e-8,1.192404e-7,0.005207005,0.005932134,0.9814047],"study_design_scores_gemma":[0.0006751583,0.0008137306,0.0001062376,0.006516565,0.001089291,0.003545708,0.00003290177,0.00002356859,3.299328e-8,0.0003145805,0.9864881,0.0003941447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007644726,0.9865524,0.00002939895,0.0005127883,0.001966941,0.0004709027,0.00001559798,0.0001833553,0.01019216],"genre_scores_gemma":[0.00004765911,0.9890645,0.0001565867,0.0004765265,0.0008449602,0.00004143025,0.0005572042,0.00012706,0.008684129],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9810106,"threshold_uncertainty_score":0.9997939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05771575645589734,"score_gpt":0.3800355436900827,"score_spread":0.3223197872341854,"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."}}