{"id":"W2896024154","doi":"","title":"THE EPIDEMIOLOGY AND MICROBIOLOGY OF CLOSTRIDIUM DIFFICILE IN LONG-TERM CARE AND ACUTE CARE, AND CHARACTERIZATION OF THE FECAL MICROBIOTA IN ELDERLY INDIVIDUALS IN ONTARIO, CANADA","year":2018,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clostridium difficile; Epidemiology; Medicine; Feces; Fecal bacteriotherapy; Microbiology; Intensive care medicine; Gerontology; Biology; Internal medicine; Antibiotics","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":[0.0003590884,0.0002210791,0.0002645509,0.001166143,0.002563476,0.001026906,0.0006210716,0.0002693112,0.001095144],"category_scores_gemma":[0.001139113,0.0002040175,0.0002817863,0.002632095,0.000612385,0.0002273146,0.0005620442,0.0002772543,0.000136771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02021207,"about_ca_system_score_gemma":0.03292222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9913186,"about_ca_topic_score_gemma":0.9965004,"domain_scores_codex":[0.9993843,0.00002817091,0.00004427826,0.00006974709,0.0003022554,0.0001711755],"domain_scores_gemma":[0.9986976,0.00005135581,0.0002914268,0.0000176673,0.0006549515,0.0002869187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006710387,0.00002196669,0.9867178,0.0001129651,0.00002215488,0.0002271104,0.002317198,0.00007004666,0.000814228,0.0000695698,0.0009173695,0.008642503],"study_design_scores_gemma":[0.000001679811,0.00001861093,0.9976256,0.00003476336,0.000006392622,0.00005969098,0.001390811,0.00003498156,0.00002972901,0.000006169809,0.0007883513,0.000003093143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99327,0.002248815,0.0001093918,0.0004164913,0.000014614,0.00003746976,0.001562854,0.000006067068,0.002334408],"genre_scores_gemma":[0.9941146,0.002867015,0.0003125551,0.0001989377,0.00001290528,0.00002014891,0.0008355558,0.000003189152,0.001635124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02021207,"threshold_uncertainty_score":0.1466495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006371394900535716,"score_gpt":0.2182126681345184,"score_spread":0.2118412732339827,"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."}}