{"id":"W2601718963","doi":"10.1056/id201111020000002","title":"Characterization of Clostridium difficile Infection and Colonization","year":2011,"lang":"en","type":"article","venue":"Journal watch","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clostridium difficile; Colonization; Asymptomatic; Medicine; Asymptomatic carrier; Microbiology; Host factors; Internal medicine; Intensive care medicine; Antibiotics; Immunology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002443414,0.0001093327,0.0002333882,0.0001453683,0.0001138848,0.00002194661,0.00004269428,0.0001095285,0.0003701985],"category_scores_gemma":[0.0001546092,0.00009145395,0.00007024785,0.0003032184,0.00006277012,0.0001324625,0.00003684352,0.0002880123,0.00001333566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001004444,"about_ca_system_score_gemma":0.0001113789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006028526,"about_ca_topic_score_gemma":0.000005314405,"domain_scores_codex":[0.9989563,0.00004626146,0.0003615649,0.0001363997,0.0003052136,0.0001943234],"domain_scores_gemma":[0.9991323,0.00002730433,0.0001791291,0.0001288757,0.0003675947,0.0001647494],"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":[0.0004103155,0.0003489754,0.03027674,0.00009429744,0.00005447444,0.00003116998,0.0006636869,5.162888e-7,0.9623385,0.00006561719,0.0005269659,0.005188728],"study_design_scores_gemma":[0.0009815198,0.0007095725,0.08065227,0.00008745232,0.00008283482,0.000530657,0.00004578808,0.000138801,0.9143555,0.00005922744,0.002265681,0.00009069517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970327,0.00004816563,0.0003711959,0.001199043,0.0001830324,0.0002095863,0.000007194355,0.00002195165,0.0009271554],"genre_scores_gemma":[0.9962305,0.002651706,0.0001459846,0.00004766393,0.0002518828,0.000004104273,0.0000257069,0.00001873239,0.000623717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05037553,"threshold_uncertainty_score":0.4053414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03657340904286659,"score_gpt":0.2772787344529386,"score_spread":0.240705325410072,"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."}}