{"id":"W2150900876","doi":"10.1093/cid/cis840","title":"Impact of the Type of Diagnostic Assay on Clostridium difficile Infection and Complication Rates in a Mandatory Reporting Program","year":2012,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":223,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus; Institut National de Santé Publique du Québec; Institut universitaire de cardiologie et de pneumologie de Québec; Centre hospitalier universitaire de Québec","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval","keywords":"Medicine; Clostridium difficile; Incidence (geometry); Internal medicine; Confidence interval; Gastroenterology; Complication; Rate ratio; Univariate analysis; Poisson regression; Surgery; Antibiotics; Microbiology; Multivariate analysis; Biology; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0231892,0.0003149411,0.0003383605,0.001159383,0.000403271,0.001691146,0.001270285,0.0007597115,0.0009023697],"category_scores_gemma":[0.09643862,0.0003929486,0.0008691268,0.001144671,0.0008223632,0.001218241,0.001330375,0.00105695,0.000118542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001448237,"about_ca_system_score_gemma":0.001753441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004858573,"about_ca_topic_score_gemma":0.004960576,"domain_scores_codex":[0.9712366,0.01559375,0.002380914,0.003110329,0.005546979,0.002131365],"domain_scores_gemma":[0.8316422,0.07394283,0.07356509,0.006797887,0.008485561,0.005566413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002148095,0.00006193769,0.9962753,0.0000142257,0.0000357995,0.00003829096,0.0000564624,0.0000781383,0.0001034209,0.00001893459,0.00009076034,0.003012017],"study_design_scores_gemma":[0.00001659794,0.0005999352,0.9974431,0.00004116253,0.0000502213,0.0003391074,0.0001809111,0.0009647976,0.0002198066,0.00001697768,0.0001200135,0.00000740726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981694,0.0003781294,0.0004820432,0.0002879525,0.00003002334,0.00003219659,0.0001470964,0.00001857092,0.0004546662],"genre_scores_gemma":[0.9993357,0.00005717397,0.0003656303,0.00007509909,0.00001897868,0.00001358827,0.00009825923,0.000005513129,0.00003001431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0231892,"threshold_uncertainty_score":0.1226377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09442217547675635,"score_gpt":0.4618191575305242,"score_spread":0.3673969820537678,"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."}}