{"id":"W1970192482","doi":"10.1002/mabi.201100001","title":"Generic, Anthracene‐Based Hydrogel Crosslinkers for Photo‐controllable Drug Delivery","year":2011,"lang":"en","type":"article","venue":"Macromolecular Bioscience","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Drug delivery; Polymer; Swelling; Polyethylene glycol; Anthracene; Macromolecule; Chemistry; Materials science; Polymer chemistry; Chemical engineering; Biophysics; Nanotechnology; Photochemistry; Organic chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004980053,0.0003152943,0.0002453535,0.00009223373,0.0004401896,0.00007656091,0.00086562,0.0001647014,0.00007254203],"category_scores_gemma":[0.0001550215,0.0003042986,0.0002381805,0.0003221226,0.0005645672,0.00001376648,0.0001757309,0.00008248366,0.00006838342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004135821,"about_ca_system_score_gemma":0.0003216452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002720711,"about_ca_topic_score_gemma":0.00009172686,"domain_scores_codex":[0.9976125,0.00006040607,0.000352436,0.0009615843,0.0002669874,0.000746089],"domain_scores_gemma":[0.9983763,0.00001571101,0.0001612212,0.001007434,0.0001972581,0.000242101],"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":[0.00009546702,0.0001579051,0.000238594,0.00001928013,0.00002955723,0.000004252333,0.00006045157,0.00007764826,0.9970484,0.00003151922,0.0009610566,0.001275806],"study_design_scores_gemma":[0.0006480174,0.0001250031,0.00009048494,0.00001164029,0.00003636423,0.00001123248,0.00002788427,0.003058834,0.9397106,0.0001192053,0.0557532,0.0004075789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552832,0.001304037,0.04099196,0.0001832106,0.0001614542,0.0008573529,0.0001369509,0.00006507719,0.001016791],"genre_scores_gemma":[0.9705057,0.00007870221,0.02671948,0.001440274,0.00007368007,0.0004394018,0.00008306601,0.00006001901,0.0005996532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05733791,"threshold_uncertainty_score":0.9999409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02351656866535821,"score_gpt":0.2429592685687169,"score_spread":0.2194426999033587,"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."}}