{"id":"W2317251040","doi":"10.1021/bm301703x","title":"Injectable Superparamagnets: Highly Elastic and Degradable Poly(<i>N</i>-isopropylacrylamide)–Superparamagnetic Iron Oxide Nanoparticle (SPION) Composite Hydrogels","year":2013,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Self-healing hydrogels; Poly(N-isopropylacrylamide); Superparamagnetism; Drug delivery; Lower critical solution temperature; Nanoparticle; Composite number; Chemical engineering; Dextran; Chemistry; Biocompatibility; Drug carrier; Materials science; Magnetic nanoparticles; Polymer chemistry; Nanotechnology; Composite material; Organic chemistry; Polymer; Magnetization; Magnetic field; Copolymer","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":[0.0001818042,0.0005088815,0.0003999128,0.0001342022,0.0003939743,0.0002663031,0.0004602392,0.0002782306,0.000117274],"category_scores_gemma":[0.0001079753,0.0004752066,0.0001293744,0.0003173864,0.00051487,0.00004863065,0.0003664557,0.000140486,0.0004458324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004526892,"about_ca_system_score_gemma":0.00009053997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001668634,"about_ca_topic_score_gemma":0.0001303929,"domain_scores_codex":[0.997143,0.0001728122,0.0005797104,0.0009432323,0.0002981714,0.0008630253],"domain_scores_gemma":[0.9983776,0.00004363607,0.0001295699,0.0009138799,0.0001490358,0.0003863456],"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":[0.00004686142,0.0002010949,0.002137172,0.00005016516,0.00005267428,0.00001010155,0.00005247252,0.00001970758,0.9902021,0.0001518031,0.0007610127,0.006314882],"study_design_scores_gemma":[0.0007488058,0.0004552586,0.004494944,0.00003858738,0.00008138345,0.0002125965,0.00009757697,0.0009106952,0.9810553,0.0002595038,0.0109653,0.0006800361],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862208,0.01089929,0.0005165746,0.0007358753,0.00006718538,0.0008359429,0.00004009515,0.0001287077,0.0005554931],"genre_scores_gemma":[0.9916877,0.0002635041,0.005687762,0.000495364,0.0000808451,0.0004840331,0.0001080385,0.0001080737,0.001084741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01063579,"threshold_uncertainty_score":0.99977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00773673516497752,"score_gpt":0.2103224652667304,"score_spread":0.2025857301017529,"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."}}