{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002817047,0.0004192505,0.001654483,0.0006101179,0.000500729,0.002673954,0.000825359,0.00287297,0.00273017],"category_scores_gemma":[0.009137623,0.0001520931,0.0007603699,0.000922664,0.001780383,0.002052165,0.0007243,0.004483968,0.001902321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239032,"about_ca_system_score_gemma":0.002556717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002235751,"about_ca_topic_score_gemma":0.005325381,"domain_scores_codex":[0.9976074,0.001094063,0.0003163044,0.0001886105,0.0006133488,0.0001803811],"domain_scores_gemma":[0.9947438,0.002052224,0.001305707,0.0002330366,0.000868749,0.0007965029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001479899,0.0001353691,0.002513591,0.003081581,0.0002056272,0.0004923154,0.0001326364,0.0001547148,0.001667797,0.00706837,0.1926946,0.7903735],"study_design_scores_gemma":[0.001134979,0.002104519,0.009481644,0.01576683,0.0004765361,0.004138406,0.0009480382,0.0004021565,0.001341011,0.0249276,0.9391025,0.0001758075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00247212,0.852743,0.0008725186,0.134565,0.004442284,0.00002092089,0.00006140506,0.00007156681,0.004751201],"genre_scores_gemma":[0.04979882,0.8345364,0.003656326,0.09460276,0.01313893,0.00005563341,0.0002031943,0.000101106,0.003906861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00287297,"threshold_uncertainty_score":0.01489818,"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."}}