{"id":"W2032233057","doi":"10.1016/j.vetmic.2006.10.013","title":"Molecular analysis of Clostridium difficile isolates recovered from horses with diarrhea","year":2006,"lang":"en","type":"article","venue":"Veterinary Microbiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Ribotyping; Clostridium difficile; Toxin; Biology; Clostridium difficile toxin A; Microbiology; Clostridium difficile toxin B; Diarrhea; Feces; Clostridiaceae; Enterotoxin; Virology; Gene; Genotype; Medicine; Antibiotics; Genetics; Gastroenterology; Escherichia coli","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001052039,0.0003167185,0.0009275445,0.0005605324,0.00006323298,0.00001583234,0.0002052317,0.0002480529,0.0006772192],"category_scores_gemma":[0.00003707277,0.0002564415,0.0003453461,0.001119232,0.0002978177,0.00004073629,0.0001348116,0.0002641215,0.00003738593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001076506,"about_ca_system_score_gemma":0.0001343498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001671612,"about_ca_topic_score_gemma":0.00008410228,"domain_scores_codex":[0.9980994,0.0001345699,0.0005236118,0.0005976647,0.0001234725,0.0005212072],"domain_scores_gemma":[0.9986923,0.0001995853,0.0001745881,0.0006399276,0.0001832678,0.0001103636],"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":[0.001787787,0.0004757746,0.0008302792,0.00004171317,0.001416046,0.0003359722,0.00003433519,0.0002039687,0.9940418,0.0000251617,0.0005528625,0.0002542742],"study_design_scores_gemma":[0.001379608,0.002707895,0.0004460041,0.00005397243,0.001255454,0.0001832829,0.00005604894,0.0002435708,0.9892694,0.00001239528,0.004124721,0.0002675939],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956615,0.001190117,0.0001335659,0.0002939664,0.00008279083,0.0003353137,0.001358229,0.00006638678,0.0008781377],"genre_scores_gemma":[0.9962893,0.0001141337,0.0004935995,0.00006457031,0.000100553,0.00002238244,0.002654843,0.00004005599,0.0002205913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004772373,"threshold_uncertainty_score":0.9999888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01617177559858062,"score_gpt":0.2655256800740064,"score_spread":0.2493539044754258,"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."}}