{"id":"W2118056081","doi":"","title":"Nephrology: 3. Safe drug prescribing for patients with renal insufficiency.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Nephrotoxicity and Medicinal Plants","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Nephrology; Groin; Internal medicine; Diabetes mellitus; Foot (prosody); Drug; Chronic renal insufficiency; Surgery; Renal function; Endocrinology; Pharmacology","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":[0.0002114928,0.0001438155,0.0002627819,0.0001150334,0.0001014248,0.00001115323,0.00009251806,0.00006778267,0.00005997554],"category_scores_gemma":[0.0002119011,0.000103138,0.0000527814,0.0001641622,0.00008382185,0.0001041241,0.00002197637,0.0001721675,0.00001816629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000521392,"about_ca_system_score_gemma":0.00001771488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001216662,"about_ca_topic_score_gemma":0.00001260864,"domain_scores_codex":[0.9986604,0.00002144483,0.0002049665,0.0002733487,0.0003092749,0.0005305664],"domain_scores_gemma":[0.9992768,0.00008518952,0.00007827705,0.0002067932,0.00009701517,0.0002559165],"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":[0.008146734,0.008551674,0.178999,0.0006186129,0.0005905579,0.0001945451,0.002412614,0.00002586805,0.0005952092,0.0005050283,0.2715938,0.5277663],"study_design_scores_gemma":[0.01152099,0.001266802,0.7815433,0.00009908608,0.0002892684,0.00006057923,0.00009112241,0.0003249938,0.001200231,0.00005302332,0.2032404,0.0003102271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988063,0.0001356431,0.0002156723,0.001676537,0.0001560431,0.0032788,0.00002567809,0.00007552571,0.00637309],"genre_scores_gemma":[0.9911057,0.000014757,0.0006252464,0.003120709,0.000223579,0.001282506,0.00003387494,0.00002003431,0.003573596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6025442,"threshold_uncertainty_score":0.4205844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02257458657053592,"score_gpt":0.203821883015914,"score_spread":0.1812472964453781,"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."}}