{"id":"W4397046231","doi":"10.1681/asn.20223311s14c","title":"Application of Intradialytic Magnetic Resonance Imaging and Spectros-copy Demonstrates Hemodialysis-Related Acute Brain Injury","year":2022,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Neurological and metabolic disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"","keywords":"Hemodialysis; Magnetic resonance imaging; Medicine; Nuclear magnetic resonance; Internal medicine; Radiology; Physics","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":[0.0003848326,0.00009998112,0.0005628079,0.00005364553,0.0000744458,0.000002555949,0.0002080215,0.00002431218,0.00003718743],"category_scores_gemma":[0.00004020278,0.00007059373,0.0003172164,0.0004940155,0.001128703,0.00003079139,0.0001031626,0.0004189721,2.811115e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002484673,"about_ca_system_score_gemma":0.00009410866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004083595,"about_ca_topic_score_gemma":5.403453e-7,"domain_scores_codex":[0.9988183,0.0001761989,0.0004688172,0.0001354724,0.000230836,0.0001703628],"domain_scores_gemma":[0.9986472,0.0001543294,0.0008914281,0.0001781506,0.00006960719,0.00005927776],"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":[0.001011438,0.0002367311,0.0356134,0.00001662627,0.0002210572,0.000006743075,0.0005189776,0.00004759836,0.8613231,0.0001893015,0.009084214,0.09173088],"study_design_scores_gemma":[0.004050436,0.005886046,0.8934987,0.00001890574,0.001499984,0.001941222,0.002050616,0.005156962,0.006067655,0.008159923,0.07143737,0.0002322192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627799,0.002411067,0.000139584,0.0344111,0.00004167407,0.0001433423,0.000008891339,0.000005626592,0.00005875383],"genre_scores_gemma":[0.9851062,0.0008767248,0.001256376,0.01265328,0.00005176983,0.000004690896,8.892359e-7,0.000009321278,0.00004075485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8578852,"threshold_uncertainty_score":0.4158755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00515603298379539,"score_gpt":0.2486550364602368,"score_spread":0.2434990034764414,"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."}}