{"id":"W3011782337","doi":"10.1111/all.14276","title":"The international sinonasal microbiome study: A multicentre, multinational characterization of sinonasal bacterial ecology","year":2020,"lang":"en","type":"article","venue":"Allergy","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Microbiome; Biology; Human Microbiome Project; Corynebacterium; Moraxella; Human microbiome; Relative species abundance; Ecology; Abundance (ecology); Bioinformatics; Genetics; Bacteria","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":[],"consensus_categories":[],"category_scores_codex":[0.00009064958,0.0001141854,0.0001855406,0.00006095591,0.0001153186,0.0000284585,0.0001647208,0.00006156688,0.0007979923],"category_scores_gemma":[0.0001727491,0.00009130782,0.00007840375,0.0001427964,0.00008332064,0.00008835134,0.0000953486,0.0001039491,0.00004176605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004554762,"about_ca_system_score_gemma":0.0001261263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002100945,"about_ca_topic_score_gemma":0.00008562508,"domain_scores_codex":[0.9989807,0.00005753677,0.0003487752,0.0002157382,0.0002395516,0.0001576895],"domain_scores_gemma":[0.9992294,0.0001315478,0.0001544411,0.0001202128,0.0002730845,0.00009132495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001156968,0.0009661702,0.02569913,0.00001065341,0.0004949467,0.00005065238,0.0009711304,0.000003668254,0.9666591,0.0009290969,0.00145268,0.001605819],"study_design_scores_gemma":[0.00440903,0.0005351332,0.9557977,0.00001197324,0.0000416958,0.00002532697,0.0002328605,0.0009370594,0.005530766,0.000005779122,0.03236193,0.0001107874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937489,0.000009139429,0.00004827284,0.004532352,0.0007337407,0.0003924357,0.0001381314,0.00003465073,0.0003623721],"genre_scores_gemma":[0.9969426,0.00001399793,0.0001571597,0.001024211,0.0006012559,0.00002478111,0.0009865917,0.0000169349,0.0002325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9611283,"threshold_uncertainty_score":0.8737456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01604397413289189,"score_gpt":0.2555766144259469,"score_spread":0.239532640293055,"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."}}