{"id":"W2319136540","doi":"10.1039/c5ra26358a","title":"Cross-linked methyl cellulose/graphene oxide rate controlling membranes for in vitro and ex vivo permeation studies of diltiazem hydrochloride","year":2016,"lang":"en","type":"article","venue":"RSC Advances","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Calcutta; University Grants Commission","keywords":"Diltiazem hydrochloride; Permeation; Ex vivo; Graphene; Membrane; Diltiazem; Oxide; Chemistry; Permeability (electromagnetism); Hydrochloride; Chemical engineering; Chromatography; Materials science; Nuclear chemistry; In vitro; Organic chemistry; Nanotechnology; Biochemistry; Calcium","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":[0.0002427027,0.0001499812,0.0003512518,0.000115521,0.00005040942,0.00001502939,0.00007753129,0.00004727924,0.000004766013],"category_scores_gemma":[0.000076584,0.0001102851,0.00005590954,0.0001342397,0.00009692267,0.0002910572,0.00001432075,0.00002339609,0.000001173523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001837478,"about_ca_system_score_gemma":0.00000554238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001019297,"about_ca_topic_score_gemma":0.00003113161,"domain_scores_codex":[0.9991611,0.00001936629,0.0003665375,0.0001937954,0.00006607289,0.0001931724],"domain_scores_gemma":[0.999187,0.00048932,0.00008825303,0.0001300091,0.00007345673,0.00003196083],"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":[0.0001214614,0.00001038317,0.0005328982,0.0002823485,0.00004598543,3.209458e-7,0.0001350383,0.001224524,0.9953957,0.0002710197,0.000002591982,0.001977762],"study_design_scores_gemma":[0.00119764,0.00002246756,0.0009804354,0.00006378036,0.0000281495,4.930308e-7,0.00009287529,0.001223434,0.9902099,0.004576293,0.001458506,0.0001460419],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756431,0.01469841,0.008957694,0.00004475881,0.0001357952,0.000357857,0.00005726231,0.00007592985,0.00002918235],"genre_scores_gemma":[0.9889845,0.008354706,0.002320661,0.000008416,0.00004986034,0.0002142312,0.000004253808,0.00002195613,0.00004141036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0133414,"threshold_uncertainty_score":0.4497295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638278569553546,"score_gpt":0.274165814274587,"score_spread":0.2577830285790515,"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."}}