{"id":"W2061594951","doi":"10.1371/journal.pone.0116595","title":"Hyperbranched Polyglycerol as a Colloid in Cold Organ Preservation Solutions","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Michael Smith Health Research BC; Centre for Blood Research, University of British Columbia; University of British Columbia; Canadian Institutes of Health Research; Tongji University; Kidney Foundation of Canada","keywords":"Viaspan; Hydroxyethyl starch; Ex vivo; Transplantation; In vivo; Cold storage; Chemistry; Biophysics; Biology; Biochemistry; In vitro; Medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001464595,0.00008575856,0.0002166569,0.0001228061,0.00003199229,0.00001196111,0.00006022197,0.00008428043,0.0001583398],"category_scores_gemma":[0.0001599563,0.00008288989,0.00002687275,0.0003073019,0.00002454647,0.0001352556,0.00001461753,0.0001320075,0.0001058784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043527,"about_ca_system_score_gemma":0.0001544877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001997929,"about_ca_topic_score_gemma":0.0001010811,"domain_scores_codex":[0.9991397,0.00002557597,0.0002042534,0.0001417672,0.0003091735,0.0001795823],"domain_scores_gemma":[0.9994891,0.00003130185,0.00003927281,0.0001836151,0.0001211434,0.0001356041],"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":[0.0007011381,0.003665786,0.4499515,0.0005979079,0.0001821653,0.00005453864,0.002349546,0.000003186382,0.5366945,0.00348092,0.002253784,0.00006511141],"study_design_scores_gemma":[0.006171681,0.0007331757,0.07968792,0.0004392555,0.0003515678,0.00001790796,0.0002809407,0.0003450546,0.9100274,0.0008586456,0.0008475655,0.0002388229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896696,0.0001317285,0.0001514105,0.005581955,0.00002173246,0.0006455656,0.00001248542,0.000203858,0.003581697],"genre_scores_gemma":[0.9917392,0.000141707,0.003344177,0.001073846,0.00006727249,0.00005603085,0.00004277095,0.00002129728,0.003513688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.373333,"threshold_uncertainty_score":0.3380152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1269794121921985,"score_gpt":0.2780696062827224,"score_spread":0.1510901940905238,"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."}}