{"id":"W2341580357","doi":"10.21608/bfsa.2008.156598","title":"CONTROLLED-RELEASE PREDNISOLONE POLY (DL-LACTIDE) MICROSPHERES: IMPACT OF FORMULATION PARAMETERS, CHARACTERIZATION AND RELEASE MECHANISM","year":2008,"lang":"en","type":"article","venue":"Bulletin of Pharmaceutical Sciences Assiut","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Regensburg; Concordia University","keywords":"Polymer; Particle size; Materials science; Chemical engineering; Pulmonary surfactant; Scanning electron microscope; Controlled release; Polymer chemistry; Nanotechnology; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001171476,0.0003466891,0.0007466544,0.0001487606,0.0004192407,0.00002129302,0.0003438336,0.0003020285,0.001401942],"category_scores_gemma":[0.0004135499,0.0002857101,0.0002619471,0.0003544507,0.001126926,0.000200769,0.0001281601,0.0004509385,0.00005050824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000106159,"about_ca_system_score_gemma":0.000195802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002057089,"about_ca_topic_score_gemma":0.000002055414,"domain_scores_codex":[0.9967607,0.0006761407,0.0009513025,0.0005402474,0.0004647398,0.0006068746],"domain_scores_gemma":[0.9973854,0.001006614,0.0007450787,0.0002006386,0.0002168673,0.0004454193],"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":[0.007218773,0.001223466,0.03136032,0.0002359851,0.0004744858,0.00006068024,0.0009769486,0.003116437,0.9254771,0.002384378,0.001623211,0.02584821],"study_design_scores_gemma":[0.03442961,0.003751503,0.03086062,0.0002745861,0.0009648076,0.000571914,0.0003927691,0.2383849,0.6225591,0.0008165071,0.06525979,0.001733907],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909861,0.001312712,0.004484034,0.000695077,0.0004290619,0.001096905,0.0001656066,0.00006698968,0.0007635043],"genre_scores_gemma":[0.9960942,0.001028425,0.001570675,0.0004244856,0.00009074542,0.00004407148,0.00002449071,0.00002347017,0.0006994834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.302918,"threshold_uncertainty_score":0.9999595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08611263671393746,"score_gpt":0.4062328671644387,"score_spread":0.3201202304505012,"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."}}