{"id":"W2890671096","doi":"10.4193/rhin17.027","title":"Prevention of chronic rhinosinusitis","year":2018,"lang":"en","type":"review","venue":"Rhinology Journal","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Disease; Intensive care medicine; Anxiety; Incidence (geometry); Microbiome; Psychological intervention; Depression (economics); Chronic rhinosinusitis; Asthma; Nerd; Immunology; Psychiatry; Pathology; Bioinformatics; GERD","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":[0.0005758365,0.0007773426,0.001209608,0.002308505,0.000351057,0.0008399956,0.0007131361,0.001234661,0.004113676],"category_scores_gemma":[0.001566939,0.0001397104,0.0008455628,0.001307711,0.0004188807,0.0007983198,0.0005923022,0.001356726,0.0009430054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000474469,"about_ca_system_score_gemma":0.001197809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286082,"about_ca_topic_score_gemma":0.001727101,"domain_scores_codex":[0.9996408,0.00007903374,0.00006873909,0.00006503842,0.000117749,0.00002855961],"domain_scores_gemma":[0.9994797,0.0003072317,0.00007259499,0.00001634878,0.00009624466,0.00002790998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004925346,0.00008230102,0.0003953027,0.04098991,0.0001854037,0.0001820505,0.00008542802,0.0001975732,0.0005518699,0.002284535,0.01765265,0.9373437],"study_design_scores_gemma":[0.00003889501,0.000181147,0.004150731,0.04169587,0.0004735862,0.004094634,0.0002251967,0.0001485939,0.0005042441,0.003412293,0.9450468,0.0000279319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001199858,0.9987614,0.0000702926,0.0002528374,0.0001570124,0.000005892908,0.00001495831,0.000005169247,0.0006125294],"genre_scores_gemma":[0.001360474,0.9979548,0.0001597646,0.0001347521,0.0001353676,0.000008232278,0.00002221744,9.123034e-7,0.0002235367],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004113676,"threshold_uncertainty_score":0.01376164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0754966602898242,"score_gpt":0.3947940670727789,"score_spread":0.3192974067829547,"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."}}