{"id":"W2170050559","doi":"10.1002/jbm.b.33501","title":"Tunable release of ophthalmic therapeutics from injectable, resorbable, thermoresponsive copolymer scaffolds","year":2015,"lang":"en","type":"article","venue":"Journal of Biomedical Materials Research Part B Applied Biomaterials","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Copolymer; Acrylamide; Materials science; Drug delivery; Polymer; Polymerization; Polymer chemistry; Raft; Biomedical engineering; Nanotechnology; Composite material; Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01240678,0.0004661043,0.001595112,0.0008115434,0.0002298772,0.0001291175,0.001242671,0.0009385671,0.004222817],"category_scores_gemma":[0.0007512973,0.0003552046,0.0001591256,0.0008984323,0.001722281,0.0002818416,0.0004769084,0.0003672025,0.0003896589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002948394,"about_ca_system_score_gemma":0.001113345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001982326,"about_ca_topic_score_gemma":0.000001844193,"domain_scores_codex":[0.9893372,0.004265094,0.002700642,0.0005085209,0.002010347,0.001178211],"domain_scores_gemma":[0.9935845,0.001709045,0.001561201,0.000605991,0.001416136,0.001123084],"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":[0.01353227,0.000738054,0.0000605275,0.0001445736,0.0006310349,0.0003394011,0.0007187278,0.00001975144,0.9614018,0.0002365752,0.02032599,0.001851279],"study_design_scores_gemma":[0.003848275,0.0009108501,0.00008349694,0.0001719888,0.0001366639,0.0001594315,0.001020496,0.00001636153,0.8817159,0.002183,0.109454,0.0002995562],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895778,0.001888807,0.00005331554,0.0006017927,0.004980538,0.0009318943,0.001121207,0.0000491887,0.0007954639],"genre_scores_gemma":[0.9953628,0.0007182542,0.0006511527,0.0002981905,0.002392074,0.00007919134,0.0001099117,0.00008793425,0.0003004526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08912798,"threshold_uncertainty_score":0.99989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2857234330001052,"score_gpt":0.4889952949599551,"score_spread":0.20327186195985,"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."}}