{"id":"W2052812434","doi":"10.1016/j.jhin.2014.03.005","title":"Real-time polymerase chain reaction correlates well with clinical diagnosis of Clostridium difficile infection","year":2014,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Cepheid; Consortium canadien en neurodégénérescence associée au vieillissement; Public Health Wales","keywords":"Medicine; Clostridium difficile; GeneXpert MTB/RIF; Internal medicine; Polymerase chain reaction; Real-time polymerase chain reaction; Gastroenterology; Gold standard (test); Microbiology; Pathology; Antibiotics; Biology; Sputum; Gene; Tuberculosis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037879,0.0007269145,0.0007267188,0.001526812,0.0003912781,0.001756333,0.0006997992,0.001935251,0.001823236],"category_scores_gemma":[0.02532141,0.0006434835,0.0005464798,0.001228705,0.0008349924,0.001031239,0.0003473806,0.001412212,0.001544156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004644872,"about_ca_system_score_gemma":0.0004419264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006929236,"about_ca_topic_score_gemma":0.000963624,"domain_scores_codex":[0.9922047,0.002879983,0.0008010809,0.001300885,0.00225329,0.0005599915],"domain_scores_gemma":[0.961478,0.02535146,0.006735262,0.001442259,0.004101519,0.000891524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001368428,0.0005332119,0.9591278,0.0001181184,0.00011494,0.0004353296,0.0002021952,0.0003973692,0.02341966,0.00006897449,0.0008194584,0.01339445],"study_design_scores_gemma":[0.00008582765,0.001614576,0.9562266,0.0001118174,0.0001610599,0.004229879,0.0005319294,0.005451452,0.02913111,0.0003394497,0.002070789,0.00004556168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778438,0.005550219,0.007163205,0.0008069808,0.0006086007,0.0001268897,0.0008095572,0.0002657061,0.006825066],"genre_scores_gemma":[0.9930552,0.0005788426,0.003784338,0.0005066883,0.0002008917,0.00008898012,0.0006605411,0.00002941083,0.00109519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0037879,"threshold_uncertainty_score":0.02003258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375356115911841,"score_gpt":0.2982788428225896,"score_spread":0.2845252816634712,"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."}}