{"id":"W2037896976","doi":"10.1016/j.jhin.2013.04.002","title":"Polymerase chain reaction assay to detect Clostridium difficile tcdC variants is valuable in characterizing hospital epidemiology","year":2013,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; BC Centre for Disease Control; Providence Health Care; University of British Columbia","funders":"","keywords":"Medicine; Clostridium difficile; Polymerase chain reaction; Epidemiology; Microbiology; Gene; Genetics; Pathology; Biology; Antibiotics","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":[0.001583115,0.0008509682,0.0008057177,0.004646384,0.000451729,0.001117323,0.0005935684,0.0008548741,0.001744679],"category_scores_gemma":[0.009091217,0.0004545176,0.0005492846,0.003440995,0.0006193314,0.0004846291,0.0003634662,0.001170587,0.0008950876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004725082,"about_ca_system_score_gemma":0.0006937089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004722347,"about_ca_topic_score_gemma":0.006033653,"domain_scores_codex":[0.9971681,0.0006215445,0.0004185892,0.0005864427,0.000944295,0.0002610554],"domain_scores_gemma":[0.9877356,0.005171414,0.002616427,0.0005714276,0.003100744,0.0008043871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006772926,0.0003604256,0.8089529,0.000176658,0.00009337417,0.001166029,0.0003081098,0.0003466014,0.1529545,0.0003216728,0.001159941,0.03348253],"study_design_scores_gemma":[0.0001196289,0.00241876,0.8138621,0.000350138,0.0003260403,0.00924796,0.001486394,0.005849536,0.1556379,0.0007185284,0.009897302,0.0000858384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376046,0.003302227,0.04093275,0.0009169411,0.0004611056,0.0003711407,0.006872062,0.0006447383,0.008894442],"genre_scores_gemma":[0.961681,0.001281861,0.03119517,0.001072979,0.0001529543,0.0001467367,0.002702531,0.00007680434,0.001689953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004722347,"threshold_uncertainty_score":0.009389758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0258248395005869,"score_gpt":0.3112486346274953,"score_spread":0.2854237951269084,"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."}}