{"id":"W4406844094","doi":"10.1016/j.ekir.2024.11.719","title":"WCN25-1404 EXPLORING PH-INFLUENCED PROTEIN-MEMBRANE INTERACTIONS IN HEMODIALYSIS USING SYNCHROTRON MICRO-CT IMAGING","year":2025,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Synchrotron; Membrane; Hemodialysis; Biomedical engineering; Biochemistry; Internal medicine; Optics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003056728,0.0001844315,0.0001525522,0.000104739,0.0002620496,0.0003662424,0.0003298601,0.000470387,0.001948967],"category_scores_gemma":[0.0002632765,0.000159708,0.0001473341,0.0001322503,0.0002005044,0.0003147865,0.0002050994,0.0004428854,0.0002157471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003890345,"about_ca_system_score_gemma":0.0003659274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004218191,"about_ca_topic_score_gemma":0.003803143,"domain_scores_codex":[0.9998562,0.00002549559,0.000005160419,0.00003645376,0.00003922362,0.00003746086],"domain_scores_gemma":[0.9999125,0.00003080982,0.00001520884,0.000007713099,0.00002116636,0.00001249093],"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":[0.0001457403,0.0000340283,0.0003814231,0.00003590364,0.000007206262,0.00003235076,0.00002697128,0.000348962,0.9969404,0.0001433393,0.0001770046,0.001726733],"study_design_scores_gemma":[0.000009719491,0.00006938848,0.00289739,0.000004724909,0.00001014041,0.00004315786,0.00003797287,0.004959109,0.9904631,0.00004171112,0.001455422,0.000008264124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887658,0.0008127886,0.007116825,0.0001496933,0.0000281266,0.00001924712,0.0002029102,0.00006694624,0.002837587],"genre_scores_gemma":[0.9900102,0.0004322759,0.006107599,0.00008703244,0.000006464381,0.00002677955,0.0002349356,0.00003811096,0.003056532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004218191,"threshold_uncertainty_score":0.008387268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190445847222598,"score_gpt":0.2541789327717676,"score_spread":0.2422744742995416,"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."}}