{"id":"W2903211873","doi":"10.1097/moo.0000000000000503","title":"Endotypes of chronic rhinosinusitis","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Otolaryngology & Head & Neck Surgery","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; University of Toronto","funders":"","keywords":"Medicine; Endotype; Immunology; Disease; Immune system; Chronic rhinosinusitis; Inflammation; Bioinformatics; Asthma; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005859052,0.0006482784,0.004098271,0.001451169,0.00009512938,0.0000144841,0.0002517758,0.0007344305,0.0008542766],"category_scores_gemma":[0.000361222,0.0005904531,0.001353005,0.001033382,0.0004580251,0.0001272631,0.0001613752,0.001092819,0.000355605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004009422,"about_ca_system_score_gemma":0.002187752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005792814,"about_ca_topic_score_gemma":0.00002060867,"domain_scores_codex":[0.9956474,0.0004979671,0.001958256,0.0008444177,0.0003434495,0.0007085101],"domain_scores_gemma":[0.9966482,0.001235181,0.0008214024,0.0008535511,0.0002090074,0.0002326636],"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":[0.00008767842,0.001428352,0.02796038,0.1413963,0.0004363214,0.0001647626,0.00005600627,1.062408e-7,0.000002815001,0.0006000206,0.127131,0.7007362],"study_design_scores_gemma":[0.0004568007,0.0002361066,0.02090326,0.1015438,0.0003348654,0.001030776,0.000001687277,0.000004241824,0.000002575692,0.00001632891,0.8750806,0.0003890151],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00420033,0.9808416,0.0000104424,0.00003759639,0.01294231,0.001361617,0.0002933325,0.00008409542,0.0002286889],"genre_scores_gemma":[0.000520559,0.9935715,0.00003079618,0.00003142239,0.002636978,0.0003411547,0.002713501,0.00009655597,0.0000576017],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7479496,"threshold_uncertainty_score":0.9996547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1160212300931252,"score_gpt":0.4026630549030901,"score_spread":0.2866418248099649,"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."}}