{"id":"W3041812005","doi":"10.1002/lary.28843","title":"Should Oral Corticosteroids be Used in Medical Therapy for Chronic Rhinosinusitis? A Risk Analysis","year":2020,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Sinusitis; Chronic rhinosinusitis; Regimen; Nasal polyps; Chronic sinusitis; Adverse effect; Endoscopic sinus surgery; Intensive care medicine; Surgery; Internal medicine","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":[0.0192258,0.0007826955,0.001210609,0.001683886,0.0003301845,0.001535655,0.0008267873,0.001305072,0.00309844],"category_scores_gemma":[0.04930332,0.0003898535,0.004462099,0.001174698,0.0006688228,0.001052463,0.0006733236,0.001388628,0.000186517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001661739,"about_ca_system_score_gemma":0.002222048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00210847,"about_ca_topic_score_gemma":0.001755604,"domain_scores_codex":[0.9856321,0.009497447,0.0007734727,0.0008958653,0.002857737,0.0003433503],"domain_scores_gemma":[0.9416164,0.05153522,0.004504643,0.0005708929,0.001527584,0.0002452117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.006843613,0.0005792727,0.2600978,0.005610952,0.01408627,0.0006752243,0.0003539085,0.3885789,0.002231315,0.0293048,0.00371485,0.2879231],"study_design_scores_gemma":[0.0008709225,0.006497995,0.1425367,0.003159161,0.01773407,0.002162916,0.0007689525,0.7320598,0.002766927,0.07277185,0.01841545,0.0002551754],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6340019,0.07401618,0.2512524,0.01448689,0.0003198131,0.001885029,0.002430962,0.0002196364,0.02138723],"genre_scores_gemma":[0.9703876,0.004879697,0.02287721,0.0004943457,0.000123303,0.0002305546,0.0003013447,0.000014833,0.0006910972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0192258,"threshold_uncertainty_score":0.1016769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07819624612504882,"score_gpt":0.3537189013203899,"score_spread":0.2755226551953411,"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."}}