{"id":"W4210945196","doi":"10.1148/radiol.211238","title":"Functional Sodium MRI Helps to Measure Corticomedullary Sodium Content in Normal and Diseased Human Kidneys","year":2022,"lang":"en","type":"article","venue":"Radiology","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; London Health Sciences Centre; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intraclass correlation; Osmole; Urinary system; Urine osmolality; Urology; Kidney disease; Osmotic concentration; Sodium; Kidney; Magnetic resonance imaging; Internal medicine; Pathology; Radiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005724818,0.001542688,0.001883196,0.002839079,0.001169129,0.003159061,0.002199356,0.01285406,0.004043178],"category_scores_gemma":[0.01960809,0.0009214574,0.001509291,0.0008004287,0.003269619,0.003663057,0.0009621387,0.01568083,0.00319336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001527641,"about_ca_system_score_gemma":0.001355984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002151968,"about_ca_topic_score_gemma":0.005055017,"domain_scores_codex":[0.9979064,0.0005647111,0.0003560702,0.000314426,0.0007322185,0.0001261402],"domain_scores_gemma":[0.9827372,0.01078851,0.0005959979,0.0003402521,0.004761197,0.0007769965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002526079,0.000018001,0.0002230888,0.0007667185,0.00008747704,0.0004837596,0.00002989336,0.00003895436,0.001208592,0.0009744967,0.9667677,0.0291488],"study_design_scores_gemma":[0.0001258493,0.0001701946,0.001773178,0.0008254282,0.0002840363,0.001950284,0.00008383312,0.0002842474,0.002976072,0.002446115,0.9890042,0.00007660352],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.0003393454,0.0606772,0.001028133,0.1132884,0.8224418,0.00002214127,0.00007778453,0.0001212953,0.002003875],"genre_scores_gemma":[0.00337788,0.04441249,0.001089959,0.0583818,0.8822525,0.00003447347,0.00008053548,0.0001695213,0.01020097],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01285406,"threshold_uncertainty_score":0.03027612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04564267335251103,"score_gpt":0.2694328138766437,"score_spread":0.2237901405241327,"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."}}