{"id":"W7165450628","doi":"10.70177/jbtn.v2i4.2523","title":"PHARMACEUTICAL NANOTECHNOLOGY: FORMULATION AND IN VIVO EVALUATION OF CURCUMIN-LOADED NANOSUSPENSIONS FOR ENHANCED ANTI-INFLAMMATORY EFFICACY","year":2025,"lang":"","type":"article","venue":"Journal of Biomedical and Techno Nanomaterials","topic":"Curcumin's Biomedical Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Curcumin; Bioavailability; In vivo; Zeta potential; Poloxamer; Dispersity; Poloxamer 407; Biopharmaceutical","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":[0.002679306,0.0003185375,0.0008510688,0.0007488996,0.0001315095,0.00003645085,0.0003277206,0.001098317,0.0000568572],"category_scores_gemma":[0.001656279,0.0002762249,0.0001618794,0.0005877446,0.001043166,0.0000257979,0.0002980663,0.000207427,5.171422e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008000858,"about_ca_system_score_gemma":0.0006301371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002903016,"about_ca_topic_score_gemma":0.000001820889,"domain_scores_codex":[0.9964926,0.0001603548,0.001937247,0.0004807023,0.0005384115,0.0003906569],"domain_scores_gemma":[0.9977138,0.0002272107,0.0009376333,0.0003174031,0.000596944,0.0002069998],"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":[0.0005310099,0.0005406432,0.0001437328,0.0003779282,0.0001650138,0.000002878433,0.00004299683,0.000001896123,0.9505649,0.0005432345,0.0002556142,0.04683021],"study_design_scores_gemma":[0.007273947,0.0005209903,0.0008514959,0.000593618,0.0004854479,0.00006392441,0.000096621,0.0006107047,0.9687274,0.002574178,0.01797028,0.0002314616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836087,0.003718274,0.007845811,0.002674861,0.0006207157,0.001375349,0.0001164407,0.00001259398,0.00002722835],"genre_scores_gemma":[0.996935,0.001342203,0.001313358,0.00007017059,0.0001902417,0.0000706541,0.0000347054,0.00001946099,0.00002424512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04659875,"threshold_uncertainty_score":0.999969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747537535899081,"score_gpt":0.3331491810724981,"score_spread":0.3156738057135073,"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."}}