{"id":"W2202785594","doi":"10.1093/cid/civ958","title":"Clinical and Healthcare Burden of Multiple Recurrences of<i>Clostridium difficile</i>Infection","year":2015,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Merck Canada","keywords":"Medicine; Clostridium difficile; Retrospective cohort study; Complication; Diarrhea; Internal medicine; Pediatrics; Surgery; Antibiotics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00119718,0.0002777732,0.001262042,0.0002070839,0.00008105989,0.0000210886,0.0001304385,0.0003553528,0.00005426923],"category_scores_gemma":[0.008789547,0.0002365243,0.000565408,0.0005338245,0.00122206,0.00009690203,0.000206021,0.0006335545,0.00002698252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006378041,"about_ca_system_score_gemma":0.0009317324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091194,"about_ca_topic_score_gemma":0.00007728324,"domain_scores_codex":[0.9959521,0.0005440614,0.001822794,0.000633307,0.0006449085,0.0004028129],"domain_scores_gemma":[0.9950919,0.001691695,0.0004897725,0.0005828498,0.0009939834,0.001149841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007212231,0.001987439,0.9545832,0.0004685891,0.0001947175,0.0000208465,0.00006095604,0.00001468175,0.000217173,0.0001030439,0.00288062,0.03874747],"study_design_scores_gemma":[0.0189444,0.01794841,0.9330855,0.001253441,0.001397088,0.00008648777,0.0006957326,0.002037681,0.009311984,0.001222432,0.01318679,0.0008300659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993236,0.003240371,0.00004234377,0.0007856,0.0009488365,0.0007016711,0.0001602187,0.0001223303,0.0007626495],"genre_scores_gemma":[0.9935201,0.005031152,0.00004329327,0.00009729606,0.001093199,0.00002713831,0.00006742687,0.00003260227,0.00008783855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03791741,"threshold_uncertainty_score":0.9995598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087551231896059,"score_gpt":0.4209850838137582,"score_spread":0.3122299606241523,"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."}}