{"id":"W6926101608","doi":"10.23645/epacomptox.20384181.v1","title":"Urinary MicroRNA Biomarkers of Nephrotoxicity Demonstrate Different Variability and Directionality in Exosomal Fraction Compared to Whole (Unfractionated) Urine","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nephrotoxicity; Directionality; Urinary system; Urine; microRNA; Presentation (obstetrics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004530058,0.0002879451,0.0003647095,0.0007988095,0.000250057,0.001074137,0.0001864472,0.0003843628,0.02089707],"category_scores_gemma":[0.001507541,0.0002947114,0.0003481089,0.001008943,0.0002406543,0.0003538926,0.0003455685,0.0004393912,0.006551075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003321138,"about_ca_system_score_gemma":0.0004031346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002891926,"about_ca_topic_score_gemma":0.005938566,"domain_scores_codex":[0.9995436,0.00005177261,0.00004105644,0.0001337199,0.0001730598,0.00005673304],"domain_scores_gemma":[0.9994997,0.0001461716,0.0001133094,0.00004985147,0.0001514618,0.00003955916],"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":[0.002828019,0.0001959919,0.132638,0.001123029,0.0004108179,0.0004214846,0.0003758339,0.000513244,0.6351172,0.001302305,0.03864209,0.186432],"study_design_scores_gemma":[0.00006814806,0.0006542819,0.6353263,0.0001293255,0.000291412,0.001803443,0.0002684808,0.001144395,0.3066734,0.0009854225,0.05257772,0.00007772435],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.82353,0.01334792,0.02649604,0.002032779,0.0007229884,0.0002565174,0.08006032,0.004260095,0.04929349],"genre_scores_gemma":[0.9111341,0.004446703,0.01486483,0.00161423,0.0001157756,0.0003622316,0.02468758,0.0008751178,0.04189951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02089707,"threshold_uncertainty_score":0.06990761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02164009339318619,"score_gpt":0.2584963894255739,"score_spread":0.2368562960323877,"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."}}