{"id":"W2087758686","doi":"10.1016/j.ijbiomac.2013.08.024","title":"Effect of xanthan gum and guar gum on in situ gelling ophthalmic drug delivery system based on poloxamer-407","year":2013,"lang":"en","type":"article","venue":"International Journal of Biological Macromolecules","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":120,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"University of Calcutta; Council of Scientific and Industrial Research, India","keywords":"Xanthan gum; Guar gum; Poloxamer 407; Poloxamer; Drug delivery; Chemistry; In situ; Chromatography; Materials science; Food science; Polymer; Organic chemistry; Composite material; Rheology; Copolymer","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":[],"consensus_categories":[],"category_scores_codex":[0.00117757,0.000269238,0.0005348771,0.0003661805,0.00005205212,0.00002549368,0.0005121411,0.0002502429,0.0001320187],"category_scores_gemma":[0.0002510275,0.0001884152,0.0001836077,0.0001084656,0.0002206821,0.0001064815,0.00008292044,0.0006863896,0.00006333844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00018666,"about_ca_system_score_gemma":0.0000344302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004428105,"about_ca_topic_score_gemma":0.000002663942,"domain_scores_codex":[0.9970369,0.001210567,0.0008299098,0.0002730299,0.0003435485,0.0003060726],"domain_scores_gemma":[0.9967982,0.002008967,0.0006372038,0.00011468,0.0002778012,0.0001631886],"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":[0.005758799,0.0007117023,0.03723786,0.0001581203,0.0004393607,0.00191795,0.0001924886,0.01145853,0.9099839,0.0007370629,0.0003568988,0.03104727],"study_design_scores_gemma":[0.008110593,0.006474393,0.01835984,0.001464747,0.0001118974,0.001045739,0.0005586906,0.02339817,0.9379668,0.0004610385,0.001378667,0.0006693923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958477,0.0006440794,0.0001799765,0.0005247263,0.001246972,0.0003343848,0.00004072237,0.00001953147,0.001161895],"genre_scores_gemma":[0.9988343,0.0001796786,0.0001941779,0.0005039039,0.0002277584,0.00001548405,0.000009785474,0.00001512689,0.00001984768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03037788,"threshold_uncertainty_score":0.7683349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0382493068077667,"score_gpt":0.3777549103179814,"score_spread":0.3395056035102146,"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."}}