{"id":"W4322719773","doi":"10.1111/cea.14295","title":"Allergic rhinitis in India","year":2023,"lang":"en","type":"review","venue":"Clinical & Experimental Allergy","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Environmental health; Asthma; Epidemiology; Population; Disease; Health care; Developing country; Disease burden; Family medicine; Economic growth; Immunology; Pathology","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":[0.0005659315,0.0007062444,0.003737077,0.0003957394,0.00007825248,0.00004678698,0.0003071874,0.001127904,0.001069065],"category_scores_gemma":[0.0002992107,0.0006002387,0.001361538,0.0006580178,0.0002408207,0.00008515082,0.0003182451,0.001156496,0.002532772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002877093,"about_ca_system_score_gemma":0.0004799892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000485349,"about_ca_topic_score_gemma":0.00001898986,"domain_scores_codex":[0.9944866,0.0004525596,0.002805123,0.001108532,0.0005306955,0.0006164513],"domain_scores_gemma":[0.9976252,0.0006333478,0.0005409584,0.0006885257,0.00005744741,0.0004545739],"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":[0.0002100795,0.00290065,0.00005568906,0.004307111,0.001932464,0.008645827,0.0004705411,0.000001295298,0.000002491297,0.003131086,0.02112125,0.9572215],"study_design_scores_gemma":[0.001753972,0.0005727921,0.0003892817,0.01168354,0.0001223745,0.0002656175,0.0001797666,0.00002910841,0.000002044315,0.0000529564,0.984367,0.0005815341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002946259,0.9797665,0.000003196416,0.00006089559,0.001464216,0.001230232,0.00002629985,0.0002408609,0.01691316],"genre_scores_gemma":[0.0003031415,0.9922933,0.000175377,0.0006033143,0.00107868,0.0002302595,0.001201714,0.0002366785,0.003877547],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9632457,"threshold_uncertainty_score":0.9998441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1553221032867527,"score_gpt":0.4528347346955851,"score_spread":0.2975126314088324,"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."}}