{"id":"W4409148098","doi":"10.1002/clt2.70043","title":"Radiological score, asthma and NSAID‐exacerbated respiratory disease predict relapsing chronic rhinosinusitis","year":2025,"lang":"en","type":"article","venue":"Clinical and Translational Allergy","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Filha; Tampereen Tuberkuloosisäätiö; Jane ja Aatos Erkon Säätiö; Yrjö Jahnssonin Säätiö; Tays; Väinö ja Laina Kiven Säätiö; Suomen Lääketieteen Säätiö","keywords":"Medicine; Chronic rhinosinusitis; Asthma; Radiological weapon; Sinus (botany); Sinusitis; Proportional hazards model; Nasal polyps; Respiratory system; Concha bullosa; Hazard ratio; Internal medicine; Surgery; Radiology; Confidence interval","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":[0.0002538007,0.00014889,0.000321811,0.00009118929,0.000199773,0.00002508609,0.00004458398,0.0001740474,0.0002995917],"category_scores_gemma":[0.0001544406,0.000123077,0.0001306405,0.0001677412,0.0005268005,0.00008604375,0.00002695569,0.0003086297,0.000006560152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001344027,"about_ca_system_score_gemma":0.0002835217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007233771,"about_ca_topic_score_gemma":0.00001938113,"domain_scores_codex":[0.9986209,0.0001179834,0.0005005961,0.0004180067,0.0001614729,0.0001810719],"domain_scores_gemma":[0.9989566,0.0004670279,0.0000476126,0.0001372636,0.00007955116,0.0003119003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002023445,0.0006055131,0.8716202,0.0002075414,0.0006037141,0.0003868309,0.00004547799,0.00004128092,0.0003959501,0.05963567,0.006477583,0.05795679],"study_design_scores_gemma":[0.003258224,0.0003247562,0.9680294,0.0003310617,0.00008261038,0.00002507326,0.000003968872,0.001297185,0.000004843237,0.002968048,0.02355559,0.0001191906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776847,0.01463281,0.001040066,0.003269117,0.0002484006,0.00027476,0.00007569484,0.00008559105,0.002688819],"genre_scores_gemma":[0.9957466,0.0008215503,0.0002548148,0.002057201,0.0003474363,0.00001571278,0.000149517,0.00001048404,0.0005966513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09640924,"threshold_uncertainty_score":0.5018935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04013319909735041,"score_gpt":0.3313052542149399,"score_spread":0.2911720551175895,"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."}}