{"id":"W7115817602","doi":"","title":"ACTIVIN B IN DIABETIC KIDNEY DISEASE","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","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":"Downregulation and upregulation; Kidney; Fibrosis; Extracellular matrix; Glycemic; Disease; Secretion; Kidney disease; Diabetes mellitus","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":[0.0003479301,0.000253336,0.0003288093,0.0006148088,0.0001774799,0.0004756044,0.0002058246,0.0005342491,0.001629953],"category_scores_gemma":[0.000222778,0.00007505915,0.0001860446,0.0004437065,0.0003512186,0.0002071241,0.0003109711,0.001216001,0.00050158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004520577,"about_ca_system_score_gemma":0.0003843045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125393,"about_ca_topic_score_gemma":0.00149343,"domain_scores_codex":[0.9999137,0.00002177019,0.00001529033,0.00001388289,0.00002281688,0.00001262144],"domain_scores_gemma":[0.9998639,0.00003599135,0.00004358028,0.000005137449,0.00001844339,0.00003294541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002166291,0.0006994837,0.009305864,0.005234219,0.0002273329,0.004835542,0.0002795376,0.0009063144,0.04808277,0.01950742,0.03468757,0.8740676],"study_design_scores_gemma":[0.0004762773,0.001399064,0.04831039,0.003380167,0.0003524717,0.01502715,0.0003481012,0.001283677,0.01348433,0.01883227,0.8970414,0.00006462575],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01029181,0.9748421,0.0007197607,0.004476221,0.0007977516,0.00001180696,0.00006945864,0.00002045345,0.008770654],"genre_scores_gemma":[0.1501704,0.8313689,0.00216647,0.003824976,0.00231,0.00004581666,0.0002532903,0.00001206242,0.009848171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001629953,"threshold_uncertainty_score":0.005452693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006377026557743704,"score_gpt":0.210188168280982,"score_spread":0.2038111417232383,"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."}}