{"id":"W4388197518","doi":"10.1093/ofid/ofad523","title":"<i>Clostridium difficile</i> Enteritis With NAP7/078 Toxigenic Strain","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke; University Health Network; University of Toronto","funders":"Faculty of Medicine and Health, University of Sydney; Department of Medicine, University of Toronto; University of Toronto; Université de Sherbrooke","keywords":"Clostridium difficile; Enteritis; Medicine; Microbiology; Diarrhea; Clostridium Infections; Internal medicine; Antibiotics; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002096643,0.0004966379,0.0007255299,0.0003916083,0.000536591,0.0004614251,0.0005545513,0.0001605043,0.001877822],"category_scores_gemma":[0.000227767,0.0004194958,0.0003089994,0.001716823,0.0002491272,0.0003310548,0.0007210105,0.0004297672,0.001376311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003267452,"about_ca_system_score_gemma":0.0007301919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004062112,"about_ca_topic_score_gemma":0.0002901754,"domain_scores_codex":[0.9963349,0.0001024047,0.0004858904,0.0008837302,0.0008998797,0.001293157],"domain_scores_gemma":[0.9977053,0.0001683427,0.0001284839,0.0009238725,0.0002571576,0.00081685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006089481,0.00764903,0.3309035,0.001133727,0.002289446,0.006600826,0.0004351113,0.000253827,0.09610901,0.00328207,0.4642185,0.08103552],"study_design_scores_gemma":[0.05770208,0.02561385,0.1958707,0.003100464,0.002951526,0.004530565,0.008015866,0.001488554,0.2746057,0.00250305,0.4172408,0.006376858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553956,0.0003881551,0.00002771019,0.003916565,0.0003000748,0.00224335,0.001447101,0.0008253505,0.03545611],"genre_scores_gemma":[0.9904969,0.0005149493,0.0000233453,0.000923456,0.0002700849,0.0004633902,0.001115635,0.0001385104,0.006053683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1784967,"threshold_uncertainty_score":0.9998257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01874425654861112,"score_gpt":0.3013032288071979,"score_spread":0.2825589722585868,"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."}}