{"id":"W4386301014","doi":"10.1093/cid/ciad523","title":"Clinical Outcomes and Management of NAAT-Positive/Toxin-Negative <i>Clostridioides difficile</i> Infection: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Clinical Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University Health Centre; Université de Montréal; McGill University","funders":"","keywords":"Medicine; Internal medicine; Clostridioides; Clostridium difficile toxin A; Toxin; Nucleic Acid Amplification Tests; Confidence interval; Meta-analysis; Clostridium difficile; Gastroenterology; Microbiology; Virology; Antibiotics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006713135,0.002121891,0.01391203,0.004588224,0.0005106065,0.002302556,0.001658197,0.001553242,0.002295847],"category_scores_gemma":[0.0182438,0.001070849,0.02760267,0.005788396,0.0005163313,0.001125509,0.001155119,0.001237334,0.0001868816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002134328,"about_ca_system_score_gemma":0.00309437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006563593,"about_ca_topic_score_gemma":0.01352839,"domain_scores_codex":[0.9952982,0.001856391,0.001539615,0.0005394376,0.0005651248,0.0002013272],"domain_scores_gemma":[0.9898363,0.006654004,0.002197629,0.0002420444,0.0008995275,0.0001706224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002230816,0.00004965475,0.0082508,0.4827583,0.4859647,0.0001496247,0.0001033539,0.000655236,0.0002780037,0.0001152514,0.0008818408,0.01856236],"study_design_scores_gemma":[0.0005330309,0.0002674953,0.00692023,0.03388947,0.9560789,0.0001207294,0.00006038868,0.0002112852,0.0001129199,0.000135906,0.001642887,0.00002666796],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005761335,0.9931301,0.0002201456,0.0001607541,0.00007552352,0.0001266461,0.0003586265,0.00001215272,0.0001546754],"genre_scores_gemma":[0.1497068,0.8470246,0.00109833,0.0005883096,0.0001877246,0.000540607,0.0006566637,0.0000148491,0.000182093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01391203,"threshold_uncertainty_score":0.03550291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1828638620743897,"score_gpt":0.4751123509494917,"score_spread":0.292248488875102,"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."}}