{"id":"W2898926688","doi":"10.1097/mnm.0000000000000929","title":"An electronic technetium-99m-diethylenetriaminepentaacetic acid glomerular filtration rate spreadsheet with novel embedded quality assurance features","year":2018,"lang":"en","type":"article","venue":"Nuclear Medicine Communications","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa; Ottawa Hospital","funders":"","keywords":"Diethylenetriaminepentaacetic acid; Quality assurance; Technetium; Renal function; Chemistry; Technetium-99m; Nuclear medicine; Medicine; Chelation; Biochemistry; Scintigraphy; Pathology; External quality assessment; Inorganic chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007446622,0.0003111701,0.0005251012,0.0001538506,0.0004474469,0.00003914765,0.0007762679,0.0001619865,0.0007161641],"category_scores_gemma":[0.0007126891,0.0002457043,0.00008343798,0.0007008266,0.001068805,0.0002377226,0.0001108046,0.0005553006,0.00009099493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002017122,"about_ca_system_score_gemma":0.000480339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002060598,"about_ca_topic_score_gemma":0.0004404181,"domain_scores_codex":[0.997862,0.0002046463,0.0004948893,0.0004674678,0.0004575874,0.0005133657],"domain_scores_gemma":[0.9952228,0.0002385961,0.0002423003,0.003427443,0.00045973,0.0004091245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001205646,0.002085535,0.00472162,0.0003022074,0.000481532,0.000006022568,0.002308132,0.00001390586,0.9359209,0.01727393,0.03261723,0.003063329],"study_design_scores_gemma":[0.0268679,0.01414636,0.6469848,0.002609303,0.002482369,0.0002142826,0.006330301,0.009201634,0.0334734,0.001163271,0.2547269,0.001799468],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9009171,0.01209784,0.001770838,0.05505236,0.000267807,0.002482365,0.0001641773,0.001164254,0.02608326],"genre_scores_gemma":[0.9913011,0.0008666962,0.003159894,0.003274215,0.0004063709,0.00006075486,0.0006480993,0.00007572809,0.0002071617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9024475,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02438171124443689,"score_gpt":0.3333691470828278,"score_spread":0.3089874358383909,"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."}}