{"id":"W3023504506","doi":"10.1101/2020.04.25.20078428","title":"Gut microbiota features on nursing home admission are associated with subsequent acquisition of antibiotic resistant organism colonization","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Centers for Disease Control and Prevention; National Institutes of Health; University of Michigan","keywords":"Colonization; Antibiotics; Organism; Medicine; Psychological intervention; Intensive care medicine; Microbiology; Nursing; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002821244,0.0002653889,0.0003001713,0.0002870029,0.0002859631,0.0006935053,0.0001619676,0.0004943124,0.005808626],"category_scores_gemma":[0.001718808,0.00009578859,0.0002517296,0.0003686518,0.0002131164,0.0002273497,0.0005199443,0.00068314,0.0004492461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000142605,"about_ca_system_score_gemma":0.0002012297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001441692,"about_ca_topic_score_gemma":0.001017309,"domain_scores_codex":[0.9997804,0.00005214954,0.00001252887,0.00005455289,0.00003818487,0.00006226618],"domain_scores_gemma":[0.9990767,0.0001580013,0.0004065685,0.00005807489,0.00006769986,0.0002328876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001057633,0.0001485188,0.9779139,0.0000666377,0.0001035838,0.0004625284,0.0001169954,0.00008482968,0.008676346,0.0000736576,0.001352917,0.009942491],"study_design_scores_gemma":[0.000006983005,0.0001150842,0.998246,0.00001593794,0.0000277062,0.0004049961,0.0001296687,0.0001572555,0.0004044716,0.0001066663,0.0003805751,0.000004689098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975305,0.0005382887,0.0002995554,0.0001977868,0.00003409797,0.000006421965,0.0005650424,0.00002013508,0.0008080901],"genre_scores_gemma":[0.9983139,0.000169419,0.0003449536,0.00007672886,0.00003381643,0.000007065194,0.0005135299,0.000006683847,0.0005339095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005808626,"threshold_uncertainty_score":0.01943177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426110725732073,"score_gpt":0.2614835191053891,"score_spread":0.2472224118480684,"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."}}