{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002811339,0.0002554665,0.00161377,0.0005082647,0.0001300669,0.00001505909,0.0001796931,0.0005555059,0.002325599],"category_scores_gemma":[0.00008672263,0.0001969025,0.0009136694,0.000237439,0.0002253807,0.00007110323,0.00005246238,0.0009384176,0.0002759786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003109583,"about_ca_system_score_gemma":0.001491825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003006231,"about_ca_topic_score_gemma":0.000005132883,"domain_scores_codex":[0.9982038,0.0002091673,0.0008667342,0.0002210126,0.0002045415,0.0002947872],"domain_scores_gemma":[0.9983892,0.0000778864,0.0008562963,0.0003057593,0.0002296477,0.0001412059],"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":[0.00001185454,0.0001794327,0.0000393417,0.004598629,0.0007453475,0.0003400127,0.00001794058,2.186053e-8,0.000004818089,0.0004355386,0.02024691,0.9733801],"study_design_scores_gemma":[0.000610875,0.001405291,0.0003212478,0.02236796,0.002687122,0.04165151,0.0000040806,0.000001011574,0.000006091265,0.0001633817,0.9306235,0.0001578876],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003180667,0.9962105,0.0001575968,0.00003216477,0.0009859599,0.0003349352,0.00003305077,0.00002447906,0.001903314],"genre_scores_gemma":[0.0001338599,0.9955935,0.0003054242,0.00002944733,0.002002336,0.00001027127,0.0001100695,0.00003428707,0.001780786],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9732223,"threshold_uncertainty_score":0.9985864,"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."}}