{"id":"W4394714638","doi":"10.1002/adma.202404053","title":"Metal–Drug Coordination Nanoparticles and Hydrogels for Enhanced Delivery","year":2024,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Science Foundation of Hunan Province; Hong Kong Government; National Natural Science Foundation of China","keywords":"Materials science; Self-healing hydrogels; Drug delivery; Nanoparticle; Nanotechnology; Metal; Drug; Chemical engineering; Metallurgy; Polymer chemistry; Pharmacology","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":[0.0001956378,0.0004836962,0.0002653137,0.0003834497,0.0001076087,0.000308046,0.0003012926,0.0003788562,0.001905514],"category_scores_gemma":[0.0001189899,0.0001728496,0.0002369089,0.0002173655,0.000176536,0.0004693233,0.0003136185,0.0004129123,0.000772108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004263452,"about_ca_system_score_gemma":0.0001759313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003288547,"about_ca_topic_score_gemma":0.0006718081,"domain_scores_codex":[0.9998907,0.0000170899,0.000008265247,0.00002933654,0.00003798444,0.00001663307],"domain_scores_gemma":[0.9999653,0.000008974967,0.00001209613,0.000002559408,0.000006337966,0.000004833797],"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":[0.00008686796,0.00007516026,0.0001091143,0.002063488,0.00005163659,0.000319975,0.00005785915,0.001052916,0.8956429,0.01060983,0.004319319,0.08561072],"study_design_scores_gemma":[0.00003270249,0.0003026614,0.0005518887,0.0001097793,0.00005185897,0.0008219458,0.00002206511,0.003783908,0.7969023,0.001307303,0.1960788,0.00003480757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1630548,0.6256408,0.13669,0.00240071,0.00174804,0.0005757297,0.0008129352,0.001465126,0.0676119],"genre_scores_gemma":[0.6225696,0.2231826,0.09709621,0.001928133,0.000628849,0.0004422189,0.0008821571,0.0002152379,0.05305507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001905514,"threshold_uncertainty_score":0.006374538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009937827813137297,"score_gpt":0.2528421342199408,"score_spread":0.2429043064068035,"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."}}