{"id":"W4200418197","doi":"10.1093/ofid/ofab466.945","title":"748. The Changing Epidemiology of <i>Clostridioides difficile</i> Infection and the NAP1/027 Strain in Two Quebec Hospitals","year":2021,"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":true,"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Clostridioides; Incidence (geometry); Infection control; Epidemiology; Psychological intervention; Ribotyping; Internal medicine; Genotyping; Emergency medicine; Pediatrics; Genotype; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006879491,0.0004776951,0.0002606053,0.001159821,0.001907986,0.001294304,0.0009160902,0.0007014942,0.002549794],"category_scores_gemma":[0.001569717,0.0002902751,0.0004174644,0.001865019,0.0007081797,0.0003463157,0.0006611282,0.0006305147,0.0002059245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02241157,"about_ca_system_score_gemma":0.01353656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9646168,"about_ca_topic_score_gemma":0.9769189,"domain_scores_codex":[0.9989845,0.0001202438,0.00004921346,0.0001586468,0.0002156751,0.0004717588],"domain_scores_gemma":[0.9951687,0.0003096588,0.001433013,0.00009013658,0.001423455,0.001575141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009014568,0.00004170499,0.9927221,0.00003115043,0.00003657509,0.0004962857,0.0004449571,0.0001146641,0.0009613761,0.00004299119,0.0008883278,0.004129686],"study_design_scores_gemma":[0.000007065523,0.00006308745,0.9983472,0.00002020739,0.000009097454,0.0001638089,0.0006273611,0.0001521161,0.00007040027,0.000004275512,0.0005281005,0.000007488145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958364,0.0005820006,0.000139697,0.0004782592,0.00002330762,0.00005793624,0.001237143,0.00001507052,0.001630319],"genre_scores_gemma":[0.9978466,0.0001836156,0.000235734,0.0002873349,0.00002051763,0.00001848145,0.0007348224,0.000004178335,0.00066876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03538316,"threshold_uncertainty_score":0.1626081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011123868667171,"score_gpt":0.3350530841382692,"score_spread":0.3149418454515975,"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."}}