{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002922806,0.000172088,0.000345169,0.0001239932,0.0005214807,0.00003683671,0.0001125923,0.0001201918,0.0002703766],"category_scores_gemma":[0.0001804766,0.0001308389,0.0001094807,0.0002031778,0.0001231663,0.0001601304,0.00006889794,0.0008429027,0.00004649746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002079305,"about_ca_system_score_gemma":0.000158763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003505901,"about_ca_topic_score_gemma":0.00001497601,"domain_scores_codex":[0.9983286,0.00005811811,0.0003702307,0.00024435,0.0005152025,0.0004834761],"domain_scores_gemma":[0.9988058,0.00004035986,0.00007885338,0.0002600968,0.000165449,0.0006494636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001612161,0.001213363,0.39189,0.0003148956,0.0002969079,0.01028175,0.004430593,0.00003109145,0.5470774,0.00006459219,0.01893504,0.02385227],"study_design_scores_gemma":[0.009161368,0.002930758,0.6763778,0.0003794732,0.0002025739,0.1247009,0.001180065,0.001042597,0.1666039,0.0003223899,0.01642681,0.0006714315],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991064,0.0004666543,0.000009047607,0.007605418,0.0001102962,0.0001488724,0.000004429268,0.00004463117,0.000546687],"genre_scores_gemma":[0.9903006,0.003760902,0.0002127825,0.0001317362,0.001089705,0.000003832001,0.000006438632,0.00003363324,0.004460359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3804735,"threshold_uncertainty_score":0.5335456,"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."}}