{"id":"W2110794741","doi":"10.1086/501126","title":"Management and Outcomes of a First Recurrence of Clostridium difficile-Associated Disease in Quebec, Canada","year":2006,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":246,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Université de Sherbrooke; Viropharma","keywords":"Medicine; Metronidazole; Toxic megacolon; Clostridium difficile; Vancomycin; Colectomy; Surgery; Internal medicine; Perforation; Proportional hazards model; Complication; Enterocolitis; Disease; Antibiotics; Ulcerative colitis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003377889,0.0002995583,0.0003393087,0.0006196449,0.002060038,0.0009668072,0.001073243,0.0006881091,0.002193748],"category_scores_gemma":[0.001980327,0.0001664009,0.0004011765,0.001341092,0.0004941857,0.0002995849,0.0005852127,0.0009348334,0.0001491203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02541073,"about_ca_system_score_gemma":0.02249143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.977235,"about_ca_topic_score_gemma":0.9862232,"domain_scores_codex":[0.9994247,0.00004248344,0.00003487438,0.00008144099,0.0001564148,0.0002600193],"domain_scores_gemma":[0.9974557,0.000115356,0.0007611234,0.00004453696,0.0007743889,0.0008488694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001072895,0.00007247321,0.9904508,0.00003440943,0.00005373736,0.0006158875,0.0002239514,0.0002279113,0.0002212403,0.00005625792,0.001748523,0.006187486],"study_design_scores_gemma":[0.00003185031,0.0001374687,0.995981,0.00007827606,0.00003764523,0.0008677896,0.000765042,0.0008017869,0.00009448859,0.00003136962,0.0011542,0.00001909416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926555,0.001849018,0.0001325907,0.001058914,0.00003457391,0.00006069798,0.001586796,0.00001989025,0.002602079],"genre_scores_gemma":[0.9979061,0.0004474309,0.0001234642,0.0002101178,0.00001516911,0.00001108923,0.0008241275,0.0000040179,0.0004585165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02541073,"threshold_uncertainty_score":0.1843686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918501365472803,"score_gpt":0.312517989205201,"score_spread":0.2933329755504729,"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."}}