{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007289019,0.000245512,0.0002062836,0.0005366812,0.000923449,0.0007691017,0.0004081546,0.002319082,0.04266858],"category_scores_gemma":[0.002873702,0.0001156901,0.0002762111,0.0002700192,0.0002195113,0.0007686609,0.00072569,0.001272351,0.01284378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005072054,"about_ca_system_score_gemma":0.002690267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001793791,"about_ca_topic_score_gemma":0.006908715,"domain_scores_codex":[0.9993095,0.0001846345,0.0000788476,0.0000405846,0.0002703047,0.000116056],"domain_scores_gemma":[0.9974745,0.0002861214,0.0003422425,0.0001225434,0.0006040576,0.001170595],"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":[0.0001669827,0.0004570166,0.03116866,0.0003883164,0.00002205323,0.009327762,0.0002190205,0.0001842388,0.001762698,0.002988614,0.5136213,0.4396934],"study_design_scores_gemma":[0.0001619497,0.0003459559,0.04780752,0.001242725,0.00003857335,0.02947488,0.0004205092,0.0006148508,0.001353142,0.006097333,0.9124026,0.00004008241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04083809,0.02485366,0.006096112,0.4292094,0.00887898,0.0002946049,0.001414468,0.002603839,0.4858108],"genre_scores_gemma":[0.3972732,0.03264999,0.02991425,0.2218374,0.02725554,0.0004874282,0.002077292,0.0007814373,0.2877235],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04266858,"threshold_uncertainty_score":0.1427406,"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."}}