{"id":"W2947649779","doi":"10.3390/pharmaceutics11060253","title":"Ampholytic and Polyelectrolytic Starch as Matrices for Controlled Drug Delivery","year":2019,"lang":"en","type":"article","venue":"Pharmaceutics","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Courtois Foundation","keywords":"Dissolution; Excipient; Chemistry; Solubility; Aqueous solution; Cationic polymerization; Starch; Drug delivery; Chemical engineering; Drug; Materials science; Polymer chemistry; Chromatography; Organic chemistry; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006110147,0.0001900196,0.0003735436,0.00007682064,0.000164319,0.0001683311,0.0002275944,0.00004974852,0.0006383788],"category_scores_gemma":[0.00003649185,0.0001417027,0.00008139162,0.00007889533,0.000076641,0.0001827838,0.00006775523,0.00009687696,0.0003207663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003508931,"about_ca_system_score_gemma":0.0001052904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001497419,"about_ca_topic_score_gemma":0.000008204736,"domain_scores_codex":[0.9986116,0.00008508807,0.0002714263,0.00031147,0.000223328,0.0004971169],"domain_scores_gemma":[0.9990245,0.000479763,0.0001034996,0.0001937337,0.00006710878,0.0001314602],"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":[0.002759377,0.00006332765,0.001000839,0.0002358561,0.00006057175,0.000001873189,0.0005134095,0.000003941271,0.9786319,0.0003855631,0.0003510333,0.01599229],"study_design_scores_gemma":[0.003829049,0.0001573516,0.00002464826,0.0000265496,0.0001567415,0.00001224145,0.0001288184,0.01003176,0.9692037,0.0003726377,0.01580362,0.000252952],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517536,0.04545395,0.00004076217,0.000757935,0.0004068532,0.0006995277,0.00003310694,0.00007117099,0.0007830791],"genre_scores_gemma":[0.994931,0.001148325,0.0005635962,0.0009250923,0.00009507944,0.00007112369,0.000002502198,0.00002686698,0.002236403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04430563,"threshold_uncertainty_score":0.6989801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02890052135223184,"score_gpt":0.2911684936938865,"score_spread":0.2622679723416547,"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."}}