{"id":"W4394174479","doi":"10.6084/m9.figshare.19925659","title":"Fluorofenidone inhibits epithelial-mesenchymal transition in human lens epithelial cell line FHL 124: a promising therapeutic strategy against posterior capsular opacification","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Connective Tissue Growth Factor Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"CTGF; Western blot; Molecular biology; Lactate dehydrogenase; Epithelial–mesenchymal transition; Viability assay; MTT assay; Cell culture; Cell growth; Growth factor; Mesenchymal stem cell; Immunocytochemistry; Chemistry; Transforming growth factor; Cell; Biology; Cell biology; Downregulation and upregulation; Biochemistry; Endocrinology; Enzyme","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":[0.0001372116,0.0003048922,0.0002478368,0.0003207686,0.000178447,0.000193425,0.0001738812,0.000413634,0.0007381422],"category_scores_gemma":[0.00008669833,0.00008945446,0.0002410344,0.0001309098,0.0001490996,0.0001618611,0.00009732984,0.0002634578,0.0001194035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002351609,"about_ca_system_score_gemma":0.0001667423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086908,"about_ca_topic_score_gemma":0.002420183,"domain_scores_codex":[0.9999293,0.00001253718,0.000005555333,0.00001026384,0.00002552241,0.00001674444],"domain_scores_gemma":[0.9999671,0.000007473876,0.000009623207,0.000002862218,0.000006426322,0.000006528555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001156943,0.00006338969,0.00018003,0.0001047517,0.000005819893,0.00008890723,0.00001133929,0.00004311118,0.9956219,0.00003929093,0.00007891752,0.003646945],"study_design_scores_gemma":[0.00005341721,0.001859786,0.007207079,0.00002347455,0.00005102305,0.0008210074,0.00004753296,0.0005748278,0.9835318,0.00003458776,0.005786032,0.00000928684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9811504,0.01492464,0.001766214,0.0001993351,0.00004866643,0.00005338462,0.0002006477,0.00004985337,0.001606959],"genre_scores_gemma":[0.9926689,0.004068661,0.001159278,0.00006311831,0.00001230722,0.00002692368,0.0001807926,0.000003402633,0.001816691],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.001086908,"threshold_uncertainty_score":0.002469361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04660997310031757,"score_gpt":0.3043350948314485,"score_spread":0.2577251217311309,"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."}}