{"id":"W2171987697","doi":"10.1080/10717540802321628","title":"Modeling of Caffeine Release from Crosslinked Water-Swellable Gelatin and Gelatin-Maltodextrin Hydrogels","year":2008,"lang":"en","type":"article","venue":"Drug Delivery","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Self-healing hydrogels; Genipin; Gelatin; Maltodextrin; Materials science; Penetration (warfare); Chemical engineering; Controlled release; Diffusion; Chromatography; Chitosan; Chemistry; Nanotechnology; Organic chemistry; Polymer chemistry; Spray drying","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":[0.0002049897,0.0004524845,0.0002777551,0.0003113327,0.0001729473,0.0004478584,0.0004795058,0.0007574492,0.0007428706],"category_scores_gemma":[0.0003763238,0.0002050129,0.0004983605,0.0002171105,0.0002796998,0.0004885729,0.0002155653,0.0002228086,0.0001581853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008125423,"about_ca_system_score_gemma":0.0004015792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005979174,"about_ca_topic_score_gemma":0.002604541,"domain_scores_codex":[0.9999316,0.00001307501,0.000004594182,0.00001310159,0.00002302772,0.00001455919],"domain_scores_gemma":[0.9998987,0.00005107527,0.00002264369,0.000005101897,0.00001245542,0.00001007458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001693357,0.00006755303,0.0005549174,0.0001585352,0.00002371513,0.0004237102,0.00008477712,0.8323704,0.1606465,0.00272153,0.0001448477,0.002634185],"study_design_scores_gemma":[0.00001689117,0.00005698491,0.000318216,0.00000574631,0.00000720467,0.00004680125,0.00001236222,0.9850507,0.01392318,0.0001691195,0.0003838722,0.000008890786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9186196,0.001237902,0.0727693,0.0002907935,0.00003652789,0.0001220609,0.0005099758,0.0001630306,0.006250834],"genre_scores_gemma":[0.983358,0.000791903,0.01140689,0.00002747259,0.000006155266,0.0001243935,0.0001692053,0.00004138305,0.004074519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005979174,"threshold_uncertainty_score":0.01188874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01609014152852541,"score_gpt":0.2139488665009215,"score_spread":0.197858724972396,"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."}}