{"id":"W2982573733","doi":"10.1021/acsabm.9b00731","title":"Magnetizing Cellulose Fibers with CoFe<sub>2</sub>O<sub>4</sub> Nanoparticles for Smart Wound Dressing for Healing Monitoring Capability","year":2019,"lang":"en","type":"article","venue":"ACS Applied Bio Materials","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; Dalhousie University; Cape Breton University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Nova Scotia Health Research Foundation; Canada Foundation for Innovation; Nova Scotia Research Innovation Trust","keywords":"Cellulose; Materials science; Magnetic nanoparticles; Nanoparticle; Cellulose fiber; Chemical engineering; Grafting; Nanotechnology; Fiber; Composite material; Polymer","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"],"consensus_categories":[],"category_scores_codex":[0.001810284,0.0005402511,0.0007963027,0.000125085,0.0005911438,0.0005736715,0.0005807414,0.0003394556,0.00003056125],"category_scores_gemma":[0.00005450771,0.0004790307,0.00009406804,0.0003782224,0.000420009,0.0002579328,0.0001990798,0.0001303197,0.0001539432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002999544,"about_ca_system_score_gemma":0.0001965945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003521203,"about_ca_topic_score_gemma":0.00001385228,"domain_scores_codex":[0.9957984,0.00008893399,0.001014085,0.001254607,0.0005491237,0.001294864],"domain_scores_gemma":[0.9974639,0.0006378763,0.000555823,0.0008580392,0.0002111,0.0002732678],"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":[0.0005676778,0.000125959,0.0001155261,0.000566714,0.00002948185,9.578622e-7,0.0002306368,0.00001259542,0.9947881,0.0009415706,0.0002006341,0.002420109],"study_design_scores_gemma":[0.001494892,0.000275233,0.0003276855,0.0001528209,0.0001019291,0.00000734709,0.0001364427,0.00001399781,0.9936637,0.00274281,0.0004584737,0.0006247109],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917485,0.00009154046,0.002279624,0.0002954245,0.001001745,0.003960468,0.0002527111,0.0003278461,0.00004219443],"genre_scores_gemma":[0.9741427,0.00002440563,0.02280586,0.000165125,0.000540461,0.002053188,0.0001262398,0.0001274282,0.00001462477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02052624,"threshold_uncertainty_score":0.9997661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256027293070788,"score_gpt":0.2397853004249571,"score_spread":0.2272250274942492,"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."}}