{"id":"W6942386294","doi":"10.14288/1.0435950","title":"Evaluating different methods for kidney recellularization","year":2023,"lang":"en","type":"article","venue":"Open Collections","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Decellularization; Kidney; Dialysis; Population; Extracellular matrix; Kidney disease; Perfusion","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":[0.0009866764,0.0005769969,0.0003507869,0.0008334669,0.0002249168,0.0005968269,0.0003566633,0.0005444958,0.001575052],"category_scores_gemma":[0.0009591705,0.0002069236,0.0006851167,0.0003695375,0.0003228505,0.0006229865,0.0003808718,0.0006430675,0.0004648048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002693756,"about_ca_system_score_gemma":0.0003032531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004180683,"about_ca_topic_score_gemma":0.0007962582,"domain_scores_codex":[0.9993207,0.00008367396,0.00007562253,0.000163444,0.0002775824,0.00007897906],"domain_scores_gemma":[0.9994029,0.0001901241,0.000159454,0.00006089565,0.0001398776,0.00004680864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002309095,0.0001406434,0.0006975076,0.0005201548,0.00004847435,0.00008405744,0.00007308505,0.0003547418,0.9803405,0.0001473607,0.0001272245,0.0172354],"study_design_scores_gemma":[0.00002483137,0.001982328,0.006270179,0.00005836422,0.0001932193,0.0004141694,0.00008912306,0.001861459,0.9807953,0.00008670489,0.008188593,0.00003577034],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9005954,0.02376975,0.0683944,0.0002737927,0.0004226695,0.0005639979,0.000503893,0.0004670789,0.0050091],"genre_scores_gemma":[0.8745048,0.01812789,0.09917125,0.000354792,0.0001277232,0.0005837166,0.001133529,0.0003079448,0.005688288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001575052,"threshold_uncertainty_score":0.005269051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082196718148716,"score_gpt":0.3929467127817083,"score_spread":0.2847270409668367,"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."}}