{"id":"W2052125771","doi":"10.1007/s11908-010-0085-4","title":"Topical Antibiotic Therapy of Chronic Rhinosinusitis","year":2010,"lang":"en","type":"article","venue":"Current Infectious Disease Reports","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Medicine; Antimicrobial; Antibiotics; Intensive care medicine; Sinusitis; Chronic sinusitis; Dermatology; Chronic rhinosinusitis; Internal medicine; Surgery; Microbiology; Biology","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":[0.00009971171,0.0001340812,0.0002500706,0.0001147646,0.00007422518,0.00001624616,0.00002975837,0.0000694699,0.0007381757],"category_scores_gemma":[0.000144582,0.0001163505,0.0002182016,0.0001769986,0.00008137964,0.0000632943,0.0000231626,0.0003028138,0.00002069054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008212592,"about_ca_system_score_gemma":0.0004069432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002626445,"about_ca_topic_score_gemma":0.00001500308,"domain_scores_codex":[0.9989051,0.00002000134,0.0003395518,0.0002567562,0.0002722763,0.0002063183],"domain_scores_gemma":[0.9988335,0.00003661252,0.000184983,0.0004452875,0.0001781601,0.0003213972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000245764,0.00108533,0.9627371,0.0001513572,0.00005485839,0.0006766234,0.00001356732,9.375123e-7,0.007454285,0.0003418589,0.001841525,0.02561792],"study_design_scores_gemma":[0.0007111604,0.0002228191,0.9746435,0.0001836702,0.0001077073,0.0009512645,0.000001148191,0.00002284554,0.003006085,0.000209067,0.01979713,0.0001436252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925616,0.002333953,0.00003769678,0.00007848763,0.002694318,0.0003620684,0.00001504645,0.0001097706,0.001807095],"genre_scores_gemma":[0.9986889,0.0003665957,0.000008307232,0.00005786034,0.000670001,0.00001161257,0.00007921421,0.00001724368,0.0001002984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02547429,"threshold_uncertainty_score":0.8082506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587233229806852,"score_gpt":0.3053435914381962,"score_spread":0.2894712591401277,"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."}}