{"id":"W2295678160","doi":"10.1002/alr.21695","title":"International Consensus Statement on Allergy and Rhinology: Rhinosinusitis","year":2016,"lang":"en","type":"review","venue":"International Forum of Allergy & Rhinology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":898,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta; University of Calgary; Université de Montréal","funders":"","keywords":"Rhinology; Medicine; Chronic rhinosinusitis; Evidence-based medicine; Nasal polyps; Intensive care medicine; MEDLINE; Sinusitis; Systematic review; Exacerbation; Allergy; Eosinophilic esophagitis; Asthma; Statement (logic); Alternative medicine; Otorhinolaryngology; Disease; Pathology; Immunology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016541,0.0005927767,0.001612991,0.001100109,0.00009400326,0.00003045847,0.000573914,0.0006544838,0.003380245],"category_scores_gemma":[0.0002175878,0.0004660584,0.0005498431,0.0001179386,0.0005361398,0.00008319734,0.0003938866,0.0005341146,0.0002858111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004231056,"about_ca_system_score_gemma":0.0003997892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009193082,"about_ca_topic_score_gemma":0.00008354263,"domain_scores_codex":[0.996554,0.0001366119,0.001385727,0.0008246052,0.0005934433,0.0005055716],"domain_scores_gemma":[0.9974579,0.0005146714,0.0008831442,0.0004852561,0.0004647826,0.000194207],"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":[0.00039616,0.0005443567,0.0001089163,0.0004368482,0.01135674,0.0007589451,0.00006224922,0.000001286749,0.00004873282,0.1601642,0.06795729,0.7581643],"study_design_scores_gemma":[0.001723617,0.0006611477,0.0004759783,0.00479287,0.0001525373,0.001778356,0.00003423656,0.000008802569,0.00002182509,0.0005371215,0.9894492,0.0003642953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001288172,0.9243422,0.00006294771,0.01290742,0.005820926,0.0008671195,0.001852607,0.0001495579,0.05270901],"genre_scores_gemma":[0.001888968,0.9901635,0.0004682648,0.0008106888,0.0004989139,0.0001033883,0.001176125,0.00006474592,0.004825392],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9214919,"threshold_uncertainty_score":0.9997791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03801693090847139,"score_gpt":0.34940464735569,"score_spread":0.3113877164472186,"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."}}