{"id":"W4206953797","doi":"10.1371/journal.pone.0262806","title":"The adult microbiome of healthy and otitis patients: Definition of the core healthy and diseased ear microbiomes","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"Agency for Science, Technology and Research","keywords":"Microbiome; Malassezia; Otitis; Biology; Microbiology; 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":[0.0004665088,0.0002288769,0.0004407102,0.0006128933,0.0002949726,0.0007155907,0.000110456,0.0003947306,0.0009977829],"category_scores_gemma":[0.001095223,0.00009378417,0.0001979017,0.0005893346,0.000351193,0.0005249993,0.0008743993,0.0002084877,0.0001986547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618153,"about_ca_system_score_gemma":0.0003421307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008351982,"about_ca_topic_score_gemma":0.0009769906,"domain_scores_codex":[0.9995894,0.0001070445,0.00005940822,0.00008373022,0.00007511529,0.00008529986],"domain_scores_gemma":[0.9995744,0.00007832859,0.0001765559,0.00002246391,0.00005673831,0.00009152754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008547982,0.00009784232,0.9236419,0.0003080089,0.00007018525,0.0006160113,0.001822187,0.000119794,0.02700595,0.0002778057,0.0004719989,0.04471347],"study_design_scores_gemma":[0.00001122307,0.0005158023,0.9889424,0.0001243131,0.00004160679,0.002754277,0.002404392,0.0002627499,0.001616898,0.0002801245,0.003034043,0.00001218916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949904,0.002358504,0.0005953677,0.0001522479,0.00001185668,0.00002835211,0.0006056874,0.000008736824,0.001248893],"genre_scores_gemma":[0.9959038,0.001249493,0.001903402,0.0001682275,0.0000287783,0.0000304651,0.0005003691,0.000004008182,0.0002115123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009977829,"threshold_uncertainty_score":0.00333792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03073149783808361,"score_gpt":0.2169900407480021,"score_spread":0.1862585429099185,"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."}}