{"id":"W3178029032","doi":"10.1101/2021.07.08.451700","title":"Hepatoprotective effects of Aureobasidium pullulans derived Beta 1,3-1,6 biological response modifier glucans in a STAM- animal model of non-alcoholic steatohepatitis","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Steatohepatitis; Steatosis; Sirius Red; Fatty liver; Cirrhosis; Medicine; Fibrosis; Inflammation; Internal medicine; Gastroenterology; Pathology; Disease","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":[0.0001679044,0.0005024615,0.0003154679,0.000440859,0.0001347366,0.000145691,0.0001636907,0.0002679244,0.0008910826],"category_scores_gemma":[0.00006958511,0.000111569,0.0003104631,0.0001343966,0.0001691144,0.000205555,0.0001210652,0.0006084707,0.0001822906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001096063,"about_ca_system_score_gemma":0.0001665865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003759635,"about_ca_topic_score_gemma":0.0004835475,"domain_scores_codex":[0.9999417,0.00001065205,0.00000650872,0.000009052678,0.00001570247,0.0000163455],"domain_scores_gemma":[0.9998965,0.000006036538,0.00002642819,0.000008328238,0.00001241659,0.00005020904],"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":[0.00141431,0.0006703525,0.0002402282,0.00005492737,0.00001116999,0.00004660647,0.000008203796,0.00006047061,0.9952326,0.0000339375,0.00004709393,0.002180032],"study_design_scores_gemma":[0.0002559212,0.01487673,0.009146334,0.00001921776,0.00007715276,0.0001908821,0.00004974535,0.0007542269,0.9730366,0.00005837375,0.001525159,0.000009788856],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972171,0.000909548,0.0007870753,0.0001072133,0.00005090246,0.00004034988,0.0002009525,0.00005740883,0.0006295474],"genre_scores_gemma":[0.9943141,0.001125279,0.001589338,0.00009208924,0.00002315546,0.0000583135,0.0004135149,0.00001158064,0.00237263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008910826,"threshold_uncertainty_score":0.002981007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091827470058484,"score_gpt":0.2431185972117446,"score_spread":0.2222003225111598,"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."}}