{"id":"W2123455108","doi":"10.1086/587656","title":"Vancomycin for the Treatment of<i>Clostridium difficile</i>Infection: For Whom Is This Expensive Bullet Really Magic?","year":2008,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Metronidazole; Medicine; Vancomycin; Clostridium difficile; Magic bullet; Internal medicine; Epidemiology; Randomized controlled trial; Creatinine; Intensive care medicine; Surgery; Antibiotics; Microbiology; Bioinformatics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002627463,0.0004593375,0.001173397,0.0001505291,0.0007346335,0.00004923517,0.0001821505,0.0002865957,0.0006350899],"category_scores_gemma":[0.001646605,0.0003128637,0.001829129,0.0003705552,0.0008961685,0.00006464301,0.00006053324,0.0002504569,0.00009366825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00028986,"about_ca_system_score_gemma":0.0009000407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00032288,"about_ca_topic_score_gemma":0.00005303596,"domain_scores_codex":[0.996762,0.0001259051,0.001173998,0.0007890457,0.0004813157,0.0006677758],"domain_scores_gemma":[0.9918123,0.005282691,0.0003482378,0.0009893222,0.001055669,0.0005117902],"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":[0.008180307,0.02449028,0.2713136,0.0008677307,0.003544346,0.0001673343,0.0008967347,0.00008708502,0.001887254,0.0004055466,0.6326081,0.05555174],"study_design_scores_gemma":[0.02414077,0.02780552,0.06270678,0.0002043071,0.003105091,0.0001558168,0.0001974104,0.00101969,0.05100174,0.0004262868,0.828416,0.0008206145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822325,0.004027622,0.000935772,0.003876307,0.001402883,0.004988721,0.0009945111,0.0002230837,0.001318664],"genre_scores_gemma":[0.9703724,0.01894491,0.0000876249,0.001168947,0.003072966,0.001128921,0.0002163276,0.0001022282,0.00490563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2086068,"threshold_uncertainty_score":0.9999323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08836470964893066,"score_gpt":0.3884219247386003,"score_spread":0.3000572150896696,"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."}}