{"id":"W4403058911","doi":"10.58931/cait.2024.4162","title":"Surgical Management of Allergic Rhinitis","year":2024,"lang":"en","type":"article","venue":"Canadian allergy & immunology today.","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Dermatology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001318622,0.0002062947,0.0003710634,0.0004051169,0.00008935938,0.00002291418,0.0001363289,0.0002508454,0.003293673],"category_scores_gemma":[0.000009423906,0.0001997726,0.0001686655,0.0003456745,0.0002045472,0.00007130118,0.00004105324,0.0002710918,0.0003620772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002268223,"about_ca_system_score_gemma":0.0004257611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008730663,"about_ca_topic_score_gemma":0.01004449,"domain_scores_codex":[0.9985062,0.00005610071,0.000404594,0.0003747553,0.0001789376,0.0004794128],"domain_scores_gemma":[0.9991546,0.00004553504,0.00004279694,0.0003780836,0.00009598597,0.0002830173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004531391,0.0002244771,0.0005012131,0.0005589477,0.009752223,0.07483599,0.001924535,0.0001017253,0.0009856998,0.7121614,0.06155991,0.1369407],"study_design_scores_gemma":[0.001386529,0.000286868,0.01584565,0.0005799236,0.0000937916,0.002478919,0.000508195,0.0005922443,0.0002251245,0.0008036882,0.9768985,0.0003005778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4646602,0.03029378,0.000139833,0.01152326,0.002143282,0.0005684792,0.00005843047,0.0002750283,0.4903377],"genre_scores_gemma":[0.9775521,0.006751286,0.0003586816,0.0004079469,0.000121785,0.00001973051,0.0002297088,0.00004754306,0.01451123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9153386,"threshold_uncertainty_score":0.9978703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149452471522074,"score_gpt":0.2391223409523262,"score_spread":0.2276278162371055,"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."}}