{"id":"W2179568213","doi":"10.1186/s12882-015-0185-3","title":"Strategy and rationale for urine collection protocols employed in the NEPTUNE study","year":2015,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; National Institutes of Health; University of Michigan","keywords":"Medicine; Nephrotic syndrome; Focal segmental glomerulosclerosis; Urine; Nephrology; Internal medicine; Glomerulonephritis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1210363,0.00251286,0.002327263,0.004548482,0.003686905,0.003573401,0.004518239,0.004192476,0.007019834],"category_scores_gemma":[0.06842583,0.001772676,0.001733248,0.003285791,0.004065395,0.001780436,0.004270572,0.004561233,0.006753861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002596096,"about_ca_system_score_gemma":0.01360925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002308331,"about_ca_topic_score_gemma":0.003553966,"domain_scores_codex":[0.8919917,0.07555044,0.01448447,0.005070141,0.01074772,0.002155522],"domain_scores_gemma":[0.9671339,0.01082483,0.004063888,0.006053081,0.008978501,0.002945763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05005546,0.009324561,0.08317486,0.01765451,0.001420966,0.00599381,0.01355779,0.004076799,0.03561866,0.1206212,0.1649464,0.4935549],"study_design_scores_gemma":[0.01454092,0.01653879,0.05772909,0.01761113,0.001523306,0.004557424,0.003398966,0.005032375,0.03352316,0.02821856,0.8166397,0.0006865069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.03407692,0.0162744,0.1934605,0.02130946,0.004539396,0.690526,0.01301373,0.001258099,0.02554144],"genre_scores_gemma":[0.04157626,0.004629399,0.2519156,0.01311209,0.00151201,0.6796392,0.00409796,0.0002933722,0.003224258],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1210363,"threshold_uncertainty_score":0.6401088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09968107986187892,"score_gpt":0.3656947477588207,"score_spread":0.2660136678969418,"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."}}