{"id":"W4403283111","doi":"10.4193/rhin24.291","title":"Nasal endoscopy score thresholds to trigger consideration of chronic rhinosinusitis treatment escalation and implications for disease control","year":2024,"lang":"en","type":"review","venue":"Rhinology Journal","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Chronic rhinosinusitis; Medicine; Endoscopy; Disease; Sinusitis; Chronic disease; Disease control; Internal medicine; Intensive care medicine; Surgery; Environmental health","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":[0.01304954,0.0003277627,0.0003418201,0.00092584,0.0007962544,0.001492679,0.0007572716,0.001145591,0.003691636],"category_scores_gemma":[0.06826752,0.0001937053,0.0007023016,0.0004435841,0.0007373699,0.001192587,0.001519042,0.001340512,0.0003237709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001286623,"about_ca_system_score_gemma":0.001477466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386726,"about_ca_topic_score_gemma":0.002816345,"domain_scores_codex":[0.9855597,0.007670756,0.001894177,0.00119727,0.002866727,0.0008114015],"domain_scores_gemma":[0.9542459,0.02518462,0.01282131,0.0009464668,0.004461445,0.002340148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001193419,0.0003701878,0.8856599,0.0007520129,0.0001939235,0.00064906,0.005103597,0.0007903483,0.003082603,0.0008887395,0.004940006,0.09637617],"study_design_scores_gemma":[0.0001125885,0.001423577,0.9663041,0.001099444,0.0002022533,0.002506097,0.00905986,0.00417146,0.00226513,0.003202951,0.009539789,0.000112657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9689884,0.002719146,0.003420717,0.009644464,0.0002671795,0.0002940811,0.0002832359,0.00007058674,0.01431218],"genre_scores_gemma":[0.996469,0.0002134849,0.002477909,0.0005780902,0.00004223187,0.00006689835,0.00005275939,0.000004330821,0.00009525171],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01304954,"threshold_uncertainty_score":0.06901342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07915748741405436,"score_gpt":0.3988613906182832,"score_spread":0.3197039032042289,"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."}}