{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000448809,0.0002540966,0.0001734293,0.0003078446,0.0001482994,0.0003123182,0.0002088805,0.0003266621,0.001867697],"category_scores_gemma":[0.002449244,0.0001203709,0.0003652502,0.0002676121,0.0001851509,0.0002177337,0.0002603217,0.0002975352,0.0002234106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015,"about_ca_system_score_gemma":0.0002058711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001512048,"about_ca_topic_score_gemma":0.002343399,"domain_scores_codex":[0.9997937,0.00005863632,0.00002663583,0.00003615174,0.00004621691,0.00003873226],"domain_scores_gemma":[0.9983144,0.0003718238,0.0009154789,0.00006524292,0.0001150021,0.0002180623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005112284,0.000008247117,0.9991723,0.000002706521,0.00001347071,0.0000207657,0.000004985452,0.00002545787,0.00007039983,0.000001600017,0.00001586118,0.0006131088],"study_design_scores_gemma":[0.000004867251,0.0000556315,0.999218,0.000003284164,0.00001686675,0.0003006926,0.00003761043,0.0002826287,0.00003153854,0.000005023067,0.00004275324,0.000001109819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995368,0.0002086219,0.00003203998,0.00002093269,0.000003152648,0.000001985353,0.00006060033,0.000001757289,0.0001343],"genre_scores_gemma":[0.9997931,0.00004380866,0.00003678391,0.000003282859,0.000007758217,0.000001437239,0.00007574305,4.108608e-7,0.00003760941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001867697,"threshold_uncertainty_score":0.006248116,"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."}}