{"id":"W4316038569","doi":"10.3390/antibiotics12010162","title":"Prevalence, Antimicrobial Resistance and Toxin-Encoding Genes of Clostridioides difficile from Environmental Sources Contaminated by Feces","year":2023,"lang":"en","type":"article","venue":"Antibiotics","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft; Erasmus+; Deutscher Akademischer Austauschdienst; Université de Sherbrooke","keywords":"Microbiology; Biology; Feces; Clindamycin; Clostridioides; Metronidazole; Antibiotic resistance; Ciprofloxacin; Antimicrobial; Tetracycline; Clostridium difficile; Antibiotics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000188133,0.0002388484,0.000447151,0.0001660647,0.0001533615,0.00004141027,0.0001602897,0.0001683531,0.00009577948],"category_scores_gemma":[0.0001038516,0.0002229547,0.0001000263,0.0003510072,0.0004064116,0.00007187811,0.0001763434,0.0002190967,0.00004510313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005601315,"about_ca_system_score_gemma":0.00005681192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001035295,"about_ca_topic_score_gemma":0.00001418502,"domain_scores_codex":[0.9981818,0.00005873695,0.0004242114,0.0004580934,0.00044171,0.0004354012],"domain_scores_gemma":[0.9990796,0.0002674402,0.0001370078,0.0003215396,0.00004240985,0.0001519552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001794894,0.0001803584,0.1069348,0.0003811395,0.00009551219,0.00005343198,0.000199095,0.000002701888,0.8850054,0.0000104522,0.005752185,0.001205435],"study_design_scores_gemma":[0.001111233,0.0001914486,0.0348175,0.0003841067,0.0001366651,0.000008698185,0.0006043919,0.0002267143,0.9603769,0.000006531406,0.001923773,0.0002120561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938629,0.003933656,0.000007840823,0.0003330962,0.00009862077,0.0003310161,0.0009851162,0.00009079809,0.0003570177],"genre_scores_gemma":[0.982327,0.01421352,0.0001232723,0.00004325005,0.0001206832,6.099334e-7,0.0003052925,0.00003732105,0.002829048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07537145,"threshold_uncertainty_score":0.9091827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418732591444931,"score_gpt":0.2527461619087689,"score_spread":0.2385588359943196,"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."}}