{"id":"W2325996026","doi":"10.1097/tp.0b013e31825b413e","title":"Spot Urine Protein Measurements","year":2012,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Queen's University; Ottawa Hospital","funders":"","keywords":"Creatinine; Albuminuria; Proteinuria; Albumin; Urine; Urology; Medicine; Internal medicine; Renal function; Endocrinology; Kidney","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":[0.000105136,0.0001148791,0.0001352942,0.00007105813,0.00004831107,0.000007455833,0.00002591728,0.00004363019,0.0002703673],"category_scores_gemma":[0.000003171524,0.00009150991,0.00006506668,0.0000995005,0.000013684,0.0001815744,0.000001014231,0.00006041085,0.000255388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003841461,"about_ca_system_score_gemma":0.00001783799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003906285,"about_ca_topic_score_gemma":0.000008705559,"domain_scores_codex":[0.9991795,0.00002310725,0.0001769084,0.0001120961,0.0002899886,0.0002184205],"domain_scores_gemma":[0.9996695,0.00001187105,0.00003700854,0.0001021107,0.00003671942,0.0001427947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00136657,0.0007213241,0.8516009,0.001163897,0.0002679806,0.00006999174,0.00109148,0.000007875804,0.1390521,0.0009391361,0.00002016279,0.003698549],"study_design_scores_gemma":[0.004616899,0.0001395089,0.766371,0.0003349535,0.0003742585,0.0002351081,0.00001773594,0.000006302022,0.2274284,0.00002967348,0.000318614,0.0001276122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835309,0.0001354353,0.002395276,0.000134155,0.0001153347,0.0005512309,0.00001980401,0.0000843812,0.01303343],"genre_scores_gemma":[0.9951516,0.00007445121,0.003117799,0.0001262249,0.00008898807,0.0000446943,0.0002753694,0.00001616917,0.001104711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0883763,"threshold_uncertainty_score":0.3731666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06211888852275037,"score_gpt":0.3130335830694528,"score_spread":0.2509146945467024,"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."}}