{"id":"W2127424257","doi":"10.1056/nejmoa1012413","title":"Host and Pathogen Factors for <i>Clostridium difficile</i> Infection and Colonization","year":2011,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":793,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Institut National de Santé Publique du Québec; Ottawa Hospital; McGill University Health Centre; McGill University; University of Ottawa; Centre Hospitalier de l’Université de Montréal; Université Laval; Université de Montréal; Hôtel-Dieu de Québec; Hôpital Maisonneuve-Rosemont; Université de Sherbrooke","funders":"","keywords":"Clostridium difficile; Colonization; Medicine; Clostridium difficile toxin A; Pulsed-field gel electrophoresis; Infection control; Microbiology; Asymptomatic; Antibiotics; Internal medicine; Diarrhea; Asymptomatic carrier; Pathogen; Genotype; Immunology; Intensive care medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005989708,0.0001852742,0.0004935713,0.0002763803,0.00009534834,0.00001316886,0.00005302538,0.0001153357,0.0001070407],"category_scores_gemma":[0.001064372,0.0001238498,0.00006340243,0.0002060364,0.0001544849,0.00009698415,0.00002972453,0.0002919893,7.964515e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005686849,"about_ca_system_score_gemma":0.0001740523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002197157,"about_ca_topic_score_gemma":0.00003051553,"domain_scores_codex":[0.9986727,0.00005182626,0.0004875804,0.0001805835,0.0003672164,0.0002400505],"domain_scores_gemma":[0.9984879,0.0002954661,0.0002429806,0.000123279,0.0003859983,0.0004643275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007536841,0.00051881,0.179159,0.0005726957,0.000445973,0.0002421035,0.007905256,0.000001991867,0.6822848,0.000494936,0.009957495,0.1108801],"study_design_scores_gemma":[0.1460844,0.02997799,0.2605829,0.001404443,0.002050011,0.005562325,0.001689784,0.0002222957,0.4615373,0.0008272252,0.08940195,0.0006593952],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945118,0.001590936,0.0009111586,0.001726033,0.0003531952,0.0003729436,0.00001218215,0.00001601832,0.0005057103],"genre_scores_gemma":[0.9945688,0.002800866,0.0003552149,0.0001344132,0.001880004,0.000002708841,0.00001915083,0.00002524163,0.0002136407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2207475,"threshold_uncertainty_score":0.5050449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04894739297544703,"score_gpt":0.2909978376065081,"score_spread":0.2420504446310611,"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."}}