{"id":"W4390350493","doi":"10.14740/gr1677","title":"Serum Activin A Is a Novel Biomarker of Endoscopic Activity in Ulcerative Colitis","year":2023,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"TGF-β signaling in diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interquartile range; Medicine; Ulcerative colitis; Gastroenterology; Biomarker; Internal medicine; Colonoscopy; Mann–Whitney U test; C-reactive protein; Inflammation; Disease; Cancer; Colorectal cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008141653,0.0003919336,0.0003953303,0.0009914289,0.0002177655,0.0006242501,0.0002551236,0.0005662625,0.000778046],"category_scores_gemma":[0.002282716,0.0001733097,0.0002362919,0.0008756195,0.0002678403,0.00042932,0.0002860566,0.0004311713,0.000196155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001726313,"about_ca_system_score_gemma":0.0001661069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003796098,"about_ca_topic_score_gemma":0.0004985043,"domain_scores_codex":[0.999627,0.0001120358,0.00006682335,0.00007765467,0.00008360993,0.00003273818],"domain_scores_gemma":[0.9977248,0.0004256189,0.001347824,0.00005446898,0.0002003663,0.0002468074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002976819,0.00004275034,0.9952029,0.00002338019,0.00005101379,0.0000983658,0.00002434176,0.00005352745,0.001565,0.000006974398,0.0000440246,0.00259005],"study_design_scores_gemma":[0.00001816591,0.000430535,0.9968515,0.00001085663,0.00007065741,0.001000233,0.00008414592,0.0007024362,0.0005520119,0.00002965878,0.000244331,0.000005514107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983438,0.001055448,0.0002297236,0.00002952948,0.000008343999,0.000007843105,0.00008476259,0.000006903249,0.0002337595],"genre_scores_gemma":[0.9993595,0.0001455508,0.0003008717,0.00001115174,0.00001687777,0.000006034764,0.0001045207,8.452004e-7,0.00005458726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009914289,"threshold_uncertainty_score":0.00430578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06963364052362638,"score_gpt":0.3792084004769222,"score_spread":0.3095747599532958,"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."}}