{"id":"W4407023523","doi":"10.1016/j.biopha.2025.117881","title":"Celastrol has beneficial effects on pulmonary hypertension associated with bronchopulmonary dysplasia: Preclinical study outcomes","year":2025,"lang":"en","type":"article","venue":"Biomedicine & Pharmacotherapy","topic":"Natural Compounds in Disease Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Fondation pour la Recherche Médicale","keywords":"Bronchopulmonary dysplasia; Medicine; Pulmonary hypertension; Dysplasia; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000330042,0.0006469735,0.001155064,0.0007294725,0.000272857,0.00003232435,0.0002581944,0.0001896143,0.0001652788],"category_scores_gemma":[0.0001268993,0.000406248,0.0002525607,0.001056109,0.0002320963,0.00008963656,0.00006042281,0.0006293462,0.00003736252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004244125,"about_ca_system_score_gemma":0.0002358547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000488589,"about_ca_topic_score_gemma":0.000006332005,"domain_scores_codex":[0.9966825,0.0002345034,0.0006305597,0.0008788587,0.001006339,0.0005672981],"domain_scores_gemma":[0.9977525,0.0009184815,0.0002032433,0.0006190871,0.0001964492,0.0003102389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01886521,0.02193553,0.7205935,0.0001589722,0.004165762,0.005114102,0.0001141352,0.00001111367,0.04717965,0.00001031741,0.01406427,0.1677874],"study_design_scores_gemma":[0.03346983,0.00927296,0.9452921,0.0008971817,0.002075893,0.00006044014,0.00007427343,0.000385496,0.003390579,0.00003723567,0.004657353,0.0003866698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827318,0.001869995,0.00001420409,0.01016984,0.001247909,0.002623841,0.00002077957,0.0004077982,0.0009138213],"genre_scores_gemma":[0.9882476,0.00007212029,0.0001094516,0.008762076,0.0005498469,0.0002399352,0.0001488,0.00008208417,0.001788142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2246986,"threshold_uncertainty_score":0.9998389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03190893933169391,"score_gpt":0.3495001769900094,"score_spread":0.3175912376583155,"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."}}