{"id":"W4367056351","doi":"10.1098/rsos.221104","title":"Distinct healthy and atopic canine gut microbiota is influenced by diet and antibiotics","year":2023,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jane ja Aatos Erkon Säätiö; Svenska Kulturfonden; Academy of Finland; Jenny ja Antti Wihurin Rahasto; Helsingin Yliopisto","keywords":"Atopy; Gut flora; Antibiotics; Etiology; Allergy; Microbiome; Immunology; Biology; Medicine; Microbiology; Internal medicine; Bioinformatics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001742909,0.0001632513,0.0003513443,0.0004798494,0.0001968418,0.0005900161,0.00008740984,0.000272198,0.0007777932],"category_scores_gemma":[0.0004161665,0.0001593171,0.0002004373,0.0003644481,0.000363842,0.0002809498,0.0003217073,0.0002297169,0.0001162953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001959351,"about_ca_system_score_gemma":0.0001322759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009264567,"about_ca_topic_score_gemma":0.002036734,"domain_scores_codex":[0.9997155,0.00007275789,0.00001638931,0.0000833468,0.0000434142,0.00006859779],"domain_scores_gemma":[0.9997048,0.00003930664,0.000131512,0.00002359014,0.00002794657,0.0000726716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003248327,0.0002644571,0.6010771,0.0001203592,0.0001454991,0.0005734262,0.0009583412,0.0001499063,0.3851167,0.0001883199,0.0001705253,0.007986934],"study_design_scores_gemma":[0.00000357729,0.0002250751,0.9971659,0.000004102771,0.00002311001,0.0002933428,0.0002847099,0.0001069479,0.001645733,0.00003483065,0.0002092938,0.000003353995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999501,0.0001546975,0.00005608606,0.000010805,0.000001583948,0.000002371969,0.0000710356,0.000001919621,0.0002005793],"genre_scores_gemma":[0.999454,0.0001058995,0.0001310757,0.0000221853,0.000002291733,0.000004288881,0.0001462795,0.000002521369,0.00013149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009264567,"threshold_uncertainty_score":0.002601922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096297629065285,"score_gpt":0.3044012903594485,"score_spread":0.2934383140687957,"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."}}