{"id":"W1982109043","doi":"10.1053/j.ajkd.2005.07.018","title":"Adequacy of a Vancomycin Dosing Regimen in Patients Receiving High-Flux Hemodialysis","year":2005,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"","keywords":"Medicine; Dosing; Vancomycin; Hemodialysis; Regimen; Intensive care medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001849738,0.0001844025,0.000864983,0.0004445883,0.00003553704,0.00001430776,0.000192335,0.00003126137,0.0001153825],"category_scores_gemma":[0.002489377,0.0001613587,0.0002871229,0.0007119434,0.0002904443,0.0002440044,0.00004001151,0.0002178472,0.00000574062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002696641,"about_ca_system_score_gemma":0.0006949029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000851323,"about_ca_topic_score_gemma":0.00000630637,"domain_scores_codex":[0.9980167,0.0001280804,0.0008735707,0.0001872934,0.0004931469,0.0003012134],"domain_scores_gemma":[0.9973486,0.0001833544,0.001112275,0.0002765607,0.0003384631,0.0007407677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002488285,0.001178502,0.85171,0.00009315534,0.0002187552,0.00005627636,0.0004220648,0.0001336219,0.004666225,0.00001100085,0.01377109,0.1252511],"study_design_scores_gemma":[0.005601738,0.0012777,0.9813992,0.002048858,0.0005972203,0.00001425539,0.0005564614,0.00003037149,0.004513214,0.00005916731,0.003628601,0.0002731499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969216,0.0002730008,0.0001874737,0.001994882,0.00009027621,0.0001495665,0.00004098351,0.0000108645,0.0003313565],"genre_scores_gemma":[0.9920518,0.0001087781,0.006085255,0.001409846,0.0002216483,0.00000196858,0.00001251722,0.00003005487,0.00007815727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1296893,"threshold_uncertainty_score":0.6580015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005541379920585378,"score_gpt":0.2515460570052789,"score_spread":0.2460046770846935,"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."}}