{"id":"W2977854617","doi":"10.1111/hdi.12786","title":"Skin lesions and vancomycin use in a hemodialysis patient","year":2019,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vancomycin; Hemodialysis; Discontinuation; Skin biopsy; Antibiotics; Dermatology; Biopsy; Surgery; Internal medicine; Staphylococcus aureus; Microbiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001365202,0.0001837422,0.0004029643,0.0005182466,0.00003580057,0.00005488253,0.0001288119,0.00008751735,0.0015569],"category_scores_gemma":[0.0003443584,0.0001733803,0.0002024665,0.0002928583,0.00005444629,0.0002071281,0.0001590456,0.0001646985,0.0002211234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002052795,"about_ca_system_score_gemma":0.00009021935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003507709,"about_ca_topic_score_gemma":0.0001134688,"domain_scores_codex":[0.9983537,0.00006119592,0.0004365726,0.0004325174,0.0004918848,0.0002240966],"domain_scores_gemma":[0.9990019,0.0002117812,0.0001254527,0.0004041127,0.0001374328,0.0001193821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003720389,0.0007227465,0.9580203,0.00002906374,0.0003478567,0.0001018184,0.0006850917,0.0004652785,0.002306385,0.0006151771,0.001558933,0.03477528],"study_design_scores_gemma":[0.003379983,0.0001027839,0.9664539,0.0001631091,0.0002084556,0.0000635636,0.000283802,0.01002835,0.001670792,0.0002940212,0.01704017,0.0003111254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944564,0.0001722932,0.0001332256,0.0006706598,0.0002661273,0.0003399801,0.00003061597,0.00004725015,0.00388351],"genre_scores_gemma":[0.9954695,0.00007640415,0.001757066,0.000706247,0.00007209418,0.000043502,0.000149466,0.00002596257,0.00169975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03446415,"threshold_uncertainty_score":0.9993558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272365032338783,"score_gpt":0.2530532877643777,"score_spread":0.2403296374409899,"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."}}