{"id":"W2688277044","doi":"10.1056/id200807090000003","title":"C. difficile: Before and During an Epidemic","year":2008,"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; Medicine; Outbreak; C difficile; Antibiotics; Microbiology; Intensive care medicine; Virology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002348448,0.0003053382,0.0004276182,0.0008014842,0.001329103,0.003828893,0.0002982884,0.002114183,0.001718451],"category_scores_gemma":[0.01059198,0.0002731914,0.000225802,0.001517783,0.0007125587,0.002933802,0.0009196649,0.002739863,0.0003682641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001607979,"about_ca_system_score_gemma":0.001427605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01755026,"about_ca_topic_score_gemma":0.02467905,"domain_scores_codex":[0.9987617,0.0002497479,0.0001167969,0.0001888972,0.000262515,0.0004203351],"domain_scores_gemma":[0.9959406,0.0007647301,0.001159955,0.0002552614,0.0009084543,0.0009709836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002220729,0.000265165,0.8870504,0.0004192455,0.0001228851,0.00172439,0.007819495,0.0001934127,0.003466862,0.00252804,0.01527631,0.07891306],"study_design_scores_gemma":[0.00003737086,0.0002795977,0.9594122,0.0003673333,0.00007095138,0.001073637,0.00831439,0.0001427264,0.0002709636,0.0009191354,0.02906325,0.0000484845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9461541,0.02109987,0.0004038149,0.02089681,0.0008101613,0.00003334487,0.0009127798,0.00003761083,0.00965152],"genre_scores_gemma":[0.9873891,0.006868229,0.0001851204,0.003280254,0.0008562016,0.00001081422,0.0004339964,0.00002155898,0.0009546961],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01755026,"threshold_uncertainty_score":0.03489619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03111108930773769,"score_gpt":0.3085169332471278,"score_spread":0.2774058439393901,"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."}}