{"id":"W2045769931","doi":"10.1097/01.mcg.0000225619.24965.aa","title":"Antibiotics and Clostridium difficile: Cause and Cure","year":2006,"lang":"en","type":"editorial","venue":"Journal of Clinical Gastroenterology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pseudomembranous colitis; Clindamycin; Medicine; Clostridium difficile; Metronidazole; Antibiotics; Diarrhea; Colitis; Enterocolitis; Ampicillin; Vancomycin; Microbiology; Internal medicine; Staphylococcus aureus; Biology; Bacteria","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002020965,0.0005461451,0.002848847,0.0004370659,0.00008074842,0.00007827717,0.0003001642,0.001872387,0.00005034732],"category_scores_gemma":[0.004539361,0.000430019,0.0005977679,0.0001380546,0.0008706317,0.00007735041,0.0003492379,0.005309366,0.000007612688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009281977,"about_ca_system_score_gemma":0.0006855995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002989288,"about_ca_topic_score_gemma":0.00004223465,"domain_scores_codex":[0.9938052,0.0004621557,0.003066111,0.0006350752,0.001261064,0.0007703826],"domain_scores_gemma":[0.9936523,0.002218028,0.001690717,0.0004663356,0.001152129,0.0008205241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005744225,0.0008467445,0.03673952,0.0003819468,0.0006963511,0.001759006,0.00001151021,0.00000149284,0.0003250577,0.000003411855,0.951642,0.001848751],"study_design_scores_gemma":[0.01580877,0.02168391,0.01390339,0.0008330126,0.002545472,0.002492539,0.00004848027,0.00008005469,0.0005960417,0.00003607748,0.9416102,0.0003620587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.7043636,0.001735211,0.00004015027,0.002852677,0.2903817,0.0002843323,0.0001837244,0.00001818373,0.0001404023],"genre_scores_gemma":[0.1656884,0.01920025,0.0005775324,0.0003440852,0.8130498,6.039168e-7,0.0001406772,0.0001204238,0.0008782381],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5386751,"threshold_uncertainty_score":0.9998152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03397741833143506,"score_gpt":0.3886123285130996,"score_spread":0.3546349101816646,"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."}}