{"id":"W1997767870","doi":"10.1016/j.anaerobe.2015.03.003","title":"Comparison of Clostridium difficile isolates from individuals with recurrent and single episode of infection","year":2015,"lang":"en","type":"article","venue":"Anaerobe","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; University of Guelph","funders":"Canadian Institutes of Health Research","keywords":"Metronidazole; Clostridium difficile; Etest; Vancomycin; Medicine; Internal medicine; Microbiology; Gastroenterology; Antibiotics; Biology; Bacteria; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001972104,0.000190095,0.0006200168,0.0001826108,0.00003792148,0.00001597194,0.00007317297,0.0001293459,0.00005404702],"category_scores_gemma":[0.0002052593,0.0001528407,0.0000705563,0.0003852821,0.0002054269,0.00007511721,0.00009490772,0.0002491133,0.000008721953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007897927,"about_ca_system_score_gemma":0.000136681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002277764,"about_ca_topic_score_gemma":0.0002842105,"domain_scores_codex":[0.9984189,0.0000647229,0.0004839679,0.0002970328,0.0004720113,0.0002633451],"domain_scores_gemma":[0.9987413,0.0001183866,0.0002358263,0.0003283865,0.0003335307,0.0002426241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001217041,0.002621477,0.7759204,0.0002492801,0.0003450082,0.000008969887,0.001560867,0.00008710994,0.1987131,0.0001054857,0.003921133,0.01525011],"study_design_scores_gemma":[0.002763983,0.005090749,0.03104913,0.0003843093,0.0002296784,0.00001136674,0.0005259641,0.0006334159,0.9567016,0.00005905263,0.002359973,0.0001907963],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959916,0.002286442,0.00007466676,0.0003006458,0.00008224769,0.0003332047,0.00006535841,0.00003329124,0.0008325835],"genre_scores_gemma":[0.999099,0.000172527,0.0004375931,0.00001584713,0.00009853182,0.000009961948,0.00009744985,0.00002398985,0.00004512591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7579885,"threshold_uncertainty_score":0.6232663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06410618797675373,"score_gpt":0.3372013674410705,"score_spread":0.2730951794643168,"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."}}