{"id":"W3022831845","doi":"10.3390/gels6020014","title":"Stimuli-Responsive Hydrogels for Local Post-Surgical Drug Delivery","year":2020,"lang":"en","type":"review","venue":"Gels","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; BC Cancer Foundation","keywords":"Drug delivery; Medicine; Self-healing hydrogels; Drug; Disease; Intensive care medicine; Pharmacology; Surgery; Internal medicine; Nanotechnology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002517394,0.0008741195,0.0005147245,0.001712292,0.0001557767,0.0004580635,0.0004367135,0.0005708451,0.002500405],"category_scores_gemma":[0.0001699145,0.0002702668,0.0002756707,0.001338094,0.0002248376,0.0007188308,0.0004596889,0.0008476385,0.00164629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000389636,"about_ca_system_score_gemma":0.0004181937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004525595,"about_ca_topic_score_gemma":0.0009500482,"domain_scores_codex":[0.9999197,0.000008768484,0.000006444188,0.00001644103,0.00003709818,0.00001156557],"domain_scores_gemma":[0.9999447,0.00002075874,0.00001321696,0.000002037079,0.00001158263,0.000007671634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006044811,0.0001591352,0.00008980273,0.01478311,0.00005397213,0.0002386714,0.00006648151,0.0009570777,0.04824496,0.008227763,0.01980598,0.9073126],"study_design_scores_gemma":[0.00001697163,0.0001645737,0.0004957311,0.001447756,0.00005795338,0.0009297012,0.00003114509,0.0004469005,0.01514623,0.001084993,0.980149,0.00002899349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005939436,0.9956703,0.00066574,0.00008283999,0.0001995979,0.00001215225,0.00002382431,0.0000246894,0.002726919],"genre_scores_gemma":[0.003768142,0.992664,0.000718641,0.00009715422,0.0001212524,0.00001792339,0.00004338009,0.000004357278,0.002565251],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002500405,"threshold_uncertainty_score":0.008364737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03115076536243048,"score_gpt":0.2995043020745573,"score_spread":0.2683535367121268,"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."}}