{"id":"W4408578853","doi":"10.14639/0392-100x-n2841","title":"Role of body mass index as a predictor of dupilumab efficacy in patients with severe chronic rhinosinusitis with nasal polyps","year":2025,"lang":"en","type":"article","venue":"Acta Otorhinolaryngologica Italica","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Dupilumab; Chronic rhinosinusitis; Nasal polyps; Dermatology; Body mass index; Endotype; Internal medicine; Sinusitis; Chronic cough; Immunology; Asthma; Atopic dermatitis","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":[0.0001052766,0.0003328893,0.0007769661,0.0004194908,0.00007913706,0.00001677022,0.0002895195,0.000274977,0.0003320228],"category_scores_gemma":[0.0001276936,0.0002410624,0.0001250335,0.0008672054,0.0003002504,0.0002089569,0.0001041179,0.0004054735,0.000007010253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002203598,"about_ca_system_score_gemma":0.0005327315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003534903,"about_ca_topic_score_gemma":0.00006259885,"domain_scores_codex":[0.9978734,0.00009190304,0.0005697839,0.0005045728,0.0005234558,0.000436857],"domain_scores_gemma":[0.9984788,0.0001675694,0.0002958127,0.0006369154,0.0002767305,0.0001441998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002424752,0.001513537,0.982288,0.000134245,0.0003134203,0.00005467,0.0001165902,0.000004989551,0.01193483,0.0006264316,0.0003468246,0.0002416745],"study_design_scores_gemma":[0.008038688,0.004765048,0.9828285,0.0007235479,0.0001848345,0.0000385067,0.00007223853,0.00003575366,0.002743026,0.00004539667,0.000285603,0.0002388425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905735,0.0002773475,0.000008063057,0.0001214941,0.00004475746,0.001323297,0.0001786461,0.00008335742,0.007389513],"genre_scores_gemma":[0.9989914,0.00001199393,0.000176343,0.000197461,0.00003976206,0.0000706059,0.0002170461,0.00003320671,0.000262227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009191806,"threshold_uncertainty_score":0.9830238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003450544197279359,"score_gpt":0.2172528620815717,"score_spread":0.2138023178842924,"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."}}