{"id":"W2091100031","doi":"10.1086/510391","title":"A Portrait of the Geographic Dissemination of the Clostridium difficile North American Pulsed-Field Type 1 Strain and the Epidemiology of C. difficile-Associated Disease in Quebec","year":2006,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Hôpital Maisonneuve-Rosemont; McGill University Health Centre; Hôpital Saint-Luc; Centre Hospitalier de l’Université de Montréal; Université de Montréal; Institut National de Santé Publique du Québec","funders":"","keywords":"Pulsed-field gel electrophoresis; Clostridium difficile; Microbiology; Clostridium difficile toxin A; Typing; Molecular epidemiology; Medicine; Incidence (geometry); Virulence; Multilocus sequence typing; Virology; Biology; Antibiotics; Genotype; Genetics; Gene","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":[0.000310148,0.0001709414,0.0001300895,0.001379129,0.0008249132,0.0007610802,0.0003468496,0.0003274441,0.001962793],"category_scores_gemma":[0.0006481437,0.00007950634,0.0001525362,0.001552911,0.0005277598,0.0002550621,0.0002021331,0.0003295958,0.0001347484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005078394,"about_ca_system_score_gemma":0.002972632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7941585,"about_ca_topic_score_gemma":0.860561,"domain_scores_codex":[0.9998143,0.00002985501,0.000006006916,0.00003619395,0.00004817121,0.00006551041],"domain_scores_gemma":[0.9992151,0.00007385167,0.0001867976,0.00003289629,0.0003323723,0.0001590215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001999403,0.0000283188,0.9533411,0.00008593207,0.0000535383,0.00124159,0.001643937,0.0006071086,0.007985164,0.0005963063,0.001818652,0.03239842],"study_design_scores_gemma":[0.000002355092,0.00003540785,0.9952204,0.00002439934,0.000009586536,0.0005548672,0.0006434132,0.0002293968,0.0001138569,0.00005168873,0.003107359,0.000007290347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865668,0.003818307,0.0007530142,0.000837962,0.00002020258,0.00002567758,0.0009681156,0.00001906981,0.006990893],"genre_scores_gemma":[0.9969224,0.001317536,0.0002772524,0.0001664412,0.00001216018,0.000006859451,0.000379027,0.000004125099,0.0009142648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2058415,"threshold_uncertainty_score":0.4141074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927401350597392,"score_gpt":0.3365610492059163,"score_spread":0.3172870356999424,"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."}}