{"id":"W4386116633","doi":"10.1002/lary.30992","title":"Non‐Type 2 and Mixed Inflammation in Chronic Rhinosinusitis and Lower Airway Disease","year":2023,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Endotype; Asthma; Bronchiectasis; COPD; Internal medicine; Disease; Lung","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":[],"consensus_categories":[],"category_scores_codex":[0.0002603302,0.0002761805,0.0008402321,0.0002114124,0.0001132244,0.00004997613,0.000091564,0.0001591177,0.0001215877],"category_scores_gemma":[0.000105367,0.0001843983,0.0000939546,0.000632141,0.0001210879,0.000088983,0.0001334924,0.0003894968,0.000220191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520464,"about_ca_system_score_gemma":0.0005026989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007773853,"about_ca_topic_score_gemma":0.0001813984,"domain_scores_codex":[0.9987947,0.0001000621,0.0003729645,0.0003197889,0.0001714719,0.0002410003],"domain_scores_gemma":[0.9991454,0.0001723697,0.0001221231,0.0003473542,0.00005044444,0.0001623095],"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":[0.0001446047,0.00008865393,0.0004870704,0.04177718,0.0003955335,0.001522602,0.0002524284,0.000001195819,0.00004562452,0.0005053575,0.01062602,0.9441537],"study_design_scores_gemma":[0.001319243,0.0003869768,0.03685514,0.04565904,0.00217981,0.0001841667,0.00001359198,0.00008586247,0.000006482475,0.00007734098,0.912716,0.0005163194],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0337709,0.9640158,9.155388e-7,0.0002439993,0.0002522503,0.001265892,0.00007057937,0.00005783127,0.0003218598],"genre_scores_gemma":[0.002075989,0.995286,0.000007736934,0.00008983164,0.0004466829,0.0001038861,0.0003886369,0.00006437006,0.001536797],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9436374,"threshold_uncertainty_score":0.7519546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03971207171217801,"score_gpt":0.3326417907382323,"score_spread":0.2929297190260543,"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."}}