{"id":"W4391749404","doi":"10.1002/alr.23335","title":"Comparison between upper and lower airway microbiome profiles in chronic rhinosinusitis patients","year":2024,"lang":"en","type":"article","venue":"International Forum of Allergy & Rhinology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Microbiome; Medicine; Asthma; Chronic rhinosinusitis; Sinusitis; Sinus (botany); Airway; Nasal polyps; Internal medicine; Beta diversity; Gastroenterology; Alpha diversity; Prevotella; Immunology; Bioinformatics; Bacteria; Surgery; Biology; Genetics","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":[0.0003659438,0.0002404656,0.000430354,0.0006625825,0.000467945,0.0005818316,0.0001573707,0.0005034332,0.00180991],"category_scores_gemma":[0.001440428,0.0001557487,0.0003283829,0.0005572543,0.0002687092,0.0003226915,0.0005408517,0.0002977878,0.0002383864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002353812,"about_ca_system_score_gemma":0.0002203804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001724851,"about_ca_topic_score_gemma":0.002301423,"domain_scores_codex":[0.9995924,0.00006706439,0.00005685448,0.0001167152,0.00006907438,0.00009794733],"domain_scores_gemma":[0.9994789,0.00011119,0.0002046981,0.000020296,0.00006823396,0.0001166563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003451936,0.00002938911,0.9957923,0.00002177719,0.00003032439,0.0001461176,0.0001582377,0.00001520192,0.001588766,0.000006466553,0.00005474932,0.001811491],"study_design_scores_gemma":[0.000007068646,0.0001510532,0.9987695,0.000008017087,0.00001694949,0.000378741,0.0003849051,0.00006502432,0.00009357941,0.00001108937,0.0001111416,0.00000288587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996232,0.0001187199,0.00001846743,0.00001166922,0.000002331841,0.000004182949,0.0001057872,6.560283e-7,0.0001148872],"genre_scores_gemma":[0.9995757,0.00006806457,0.00006129759,0.00001672722,0.000004913701,0.00000995657,0.000217972,9.169584e-7,0.00004438831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00180991,"threshold_uncertainty_score":0.006054819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372459491665141,"score_gpt":0.3063800279670898,"score_spread":0.2926554330504384,"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."}}