{"id":"W4407848310","doi":"10.4193/rhin24.457","title":"Remission in chronic rhinosinusitis with nasal polyps","year":2025,"lang":"en","type":"article","venue":"Rhinology Journal","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Rhinology; Medicine; Nasal polyps; Chronic rhinosinusitis; Dermatology; Visual analogue scale; Position paper; Internal medicine; Physical therapy; Intensive care medicine; Surgery; Otorhinolaryngology; Pathology","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":[0.0001450624,0.0001150892,0.0002560703,0.0004460327,0.0001616009,0.00002139066,0.00008661386,0.0001560144,0.000539123],"category_scores_gemma":[0.0000529814,0.00008655548,0.00005984183,0.0003364946,0.000102857,0.00008927651,0.00002807318,0.0007705367,0.00002721318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004345554,"about_ca_system_score_gemma":0.0008751235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003641657,"about_ca_topic_score_gemma":0.00009199986,"domain_scores_codex":[0.9990802,0.00006202253,0.0002580846,0.0001654375,0.0001313136,0.0003029376],"domain_scores_gemma":[0.9995247,0.00005139313,0.00007165987,0.0001581656,0.00008471194,0.0001093681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001320707,0.0004047819,0.8352327,0.00009241646,0.0003338033,0.008591571,0.0003228939,0.00004524316,0.06630048,0.01112785,0.04035286,0.03587466],"study_design_scores_gemma":[0.004948177,0.0007464373,0.9710899,0.0008813446,0.00008623068,0.01130758,0.00009791803,0.0001086252,0.002873294,0.0005238489,0.007208886,0.0001277917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820266,0.002146696,0.0004648024,0.00386486,0.0002882197,0.0001175463,0.000002665188,0.00003538097,0.01105317],"genre_scores_gemma":[0.9956816,0.0001562177,0.0004881135,0.001006848,0.0002174076,0.000003874032,0.000008527159,0.000009221885,0.002428203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1358571,"threshold_uncertainty_score":0.5903019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007481594980387564,"score_gpt":0.290996901546012,"score_spread":0.2835153065656244,"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."}}