{"id":"W111302666","doi":"","title":"Treatment alternatives for chronic rhinosinusitis persisting after ESS: what to do when antibiotics, steroids and surgery fail.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôtel-Dieu de Montréal","funders":"","keywords":"Medicine; Intensive care medicine; Chronic rhinosinusitis; Guideline; Sinusitis; Population; Antibiotics; Surgery; 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":[0.00009711119,0.0001626865,0.000318237,0.0001645067,0.0001486505,0.00009284495,0.00003494776,0.00005225788,0.00004315323],"category_scores_gemma":[0.00007816841,0.0001395541,0.0001249697,0.00007770745,0.00008300204,0.0002754628,0.00002712485,0.00004757319,0.000006641203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00025705,"about_ca_system_score_gemma":0.00005557231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005034488,"about_ca_topic_score_gemma":0.00003991408,"domain_scores_codex":[0.9989425,0.00002441688,0.0001963565,0.0003161731,0.0001449244,0.0003756085],"domain_scores_gemma":[0.9992492,0.0001947987,0.00004942862,0.0001813349,0.00008241089,0.0002428415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005103507,0.0002993077,0.605523,0.0002139728,0.0004888887,0.0007225408,0.005935744,0.000002018861,0.0002388622,0.00005469304,0.005590969,0.3804196],"study_design_scores_gemma":[0.001291464,0.0002349884,0.9918422,0.0001382172,0.0001171898,0.00025497,0.0004097263,0.00002070979,0.00191795,0.00001287404,0.00358027,0.0001795182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930247,0.003848295,0.0001714238,0.001272886,0.0002806393,0.001175844,0.00006310691,0.00004115052,0.0001219341],"genre_scores_gemma":[0.9963897,0.0006427412,0.000334842,0.0004939112,0.0004867021,0.0003004474,0.00004517217,0.00002778652,0.001278625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3863191,"threshold_uncertainty_score":0.569085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0463044043666985,"score_gpt":0.2569718048759391,"score_spread":0.2106674005092406,"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."}}