{"id":"W4319831888","doi":"10.1002/cjce.24850","title":"Glucosamine conjugated iron oxide and graphene oxide nanohybrid for smart drug delivery","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Graphene; Drug delivery; Oxide; Conjugated system; Nanoparticle; Materials science; Adsorption; Nanotechnology; Drug; Targeted drug delivery; Smart polymer; Chemistry; Chemical engineering; Nuclear chemistry; Polymer; Organic chemistry; Pharmacology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002441801,0.0001392101,0.0002003899,0.0001957925,0.00006742673,0.0000490381,0.0001876642,0.00005231625,0.000005356418],"category_scores_gemma":[0.0000505281,0.0001196817,0.00007870125,0.0002771537,0.00004225235,0.00007545672,0.0000106651,0.0001332862,0.000003810005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006622958,"about_ca_system_score_gemma":0.0000637247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004960099,"about_ca_topic_score_gemma":0.0002820787,"domain_scores_codex":[0.9991956,0.000005091516,0.0002944549,0.00007992761,0.00008053074,0.0003444105],"domain_scores_gemma":[0.9993204,0.0001181668,0.0000410956,0.0001258868,0.00006251625,0.000331932],"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":[0.00000634352,0.000001570947,0.0000691178,0.0000644414,0.00005201709,0.00001061118,0.00006324046,0.009008273,0.9880025,0.0003420439,0.002183816,0.000196046],"study_design_scores_gemma":[0.0005938431,0.00001442335,0.001184859,0.00009208918,0.00007489224,0.0001069035,0.00002100346,0.02079215,0.970118,0.0006261937,0.006102799,0.0002727964],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998427,0.0006394692,0.0002374349,0.0002650775,0.000177948,0.0001228735,0.00003630712,0.00007847861,0.00001540562],"genre_scores_gemma":[0.9991874,0.00005259898,0.0005497579,0.00003634864,0.00009092455,0.00001811704,0.00001558012,0.00004070254,0.000008649503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01788444,"threshold_uncertainty_score":0.4880478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006629068976851248,"score_gpt":0.1753641612127526,"score_spread":0.1687350922359014,"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."}}