{"id":"W4412157306","doi":"10.4193/rhin25.121","title":"One year mepolizumab outcomes in severe, uncontrolled CRSwNP: a real-life study.","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Mepolizumab; Amharic; Medicine; Internal medicine; Computer science; Eosinophil; Artificial intelligence; Asthma","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":[0.001571448,0.0005366144,0.0007762808,0.0003423714,0.0004835644,0.0005163515,0.0002386896,0.0007884469,0.001028202],"category_scores_gemma":[0.001619959,0.0002080649,0.0009744304,0.0002902012,0.0004573273,0.0005088974,0.0004108053,0.0007046537,0.0002188351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005074114,"about_ca_system_score_gemma":0.000356163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007688528,"about_ca_topic_score_gemma":0.0008405501,"domain_scores_codex":[0.9992393,0.0004068199,0.00006419559,0.0001002274,0.00009929391,0.00009003618],"domain_scores_gemma":[0.9981712,0.0003303627,0.000770625,0.00009622643,0.0001164201,0.0005152227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06777202,0.02898186,0.8495743,0.0008690782,0.001886019,0.002349382,0.001242368,0.001376872,0.008405833,0.0001450317,0.0009941076,0.03640313],"study_design_scores_gemma":[0.005980985,0.1272933,0.8599538,0.00005619361,0.0005989273,0.001776453,0.0005160223,0.00126796,0.0009320683,0.00006640202,0.001478797,0.00007920964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993412,0.0003304908,0.00004724718,0.00002157835,0.000006578093,0.0000483602,0.00008475014,0.00000142161,0.0001183967],"genre_scores_gemma":[0.9989538,0.0002001555,0.000132571,0.00006829783,0.0000385016,0.0001091686,0.0003924093,9.021051e-7,0.0001042017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001571448,"threshold_uncertainty_score":0.008310676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739882524805698,"score_gpt":0.2843183960589045,"score_spread":0.2569195708108475,"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."}}