{"id":"W2200466812","doi":"10.1093/ofid/ofu052.56","title":"190Adequacy of Prior Antibiotic Use in Patients with Clostridium difficile Infection: A Resptrospective Analysis","year":2014,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Clostridium difficile; Medicine; Antibiotics; Microbiology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001376858,0.0002820967,0.0003883466,0.001600806,0.0004873886,0.0008400325,0.0005599902,0.0004379512,0.00297002],"category_scores_gemma":[0.007334285,0.0002781007,0.001102059,0.001500052,0.0003320698,0.0007518923,0.0007543665,0.0006840149,0.0004495241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004193646,"about_ca_system_score_gemma":0.0005470565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002519746,"about_ca_topic_score_gemma":0.002450142,"domain_scores_codex":[0.998654,0.0002588395,0.000297679,0.0002085112,0.0003966293,0.0001842769],"domain_scores_gemma":[0.9916342,0.002092039,0.004489161,0.000426836,0.0008301583,0.0005275049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004100741,0.00001179263,0.9995313,0.000004944733,0.00001772793,0.00003472811,0.00001523143,0.000008279132,0.00001790658,0.000003564055,0.00003772498,0.0002757905],"study_design_scores_gemma":[0.000006096305,0.000123522,0.9986345,0.00001029533,0.00003605009,0.0005568737,0.0001888193,0.0002002383,0.00003485389,0.000009790459,0.0001952032,0.000003735168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982818,0.0002734109,0.000089494,0.00004391511,0.0000077306,0.00001975046,0.0005974891,0.00000430235,0.0006820046],"genre_scores_gemma":[0.9991719,0.00009525447,0.0000797392,0.00002976481,0.00001374828,0.00001386103,0.0005314928,0.000002739118,0.00006152126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00297002,"threshold_uncertainty_score":0.009935677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01224799171036789,"score_gpt":0.2778303383716946,"score_spread":0.2655823466613267,"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."}}