{"id":"W2772342946","doi":"10.1002/adhm.201700927","title":"Structured Macroporous Hydrogels: Progress, Challenges, and Opportunities","year":2017,"lang":"en","type":"review","venue":"Advanced Healthcare Materials","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":272,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Self-healing hydrogels; Materials science; Microscale chemistry; Nanotechnology; Porosity; Fabrication; Nanoscopic scale; Filtration (mathematics); Chemical engineering; Composite material; Polymer chemistry","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":[0.0008503426,0.0008199628,0.002973174,0.0001705948,0.0006437171,0.0002787033,0.001116262,0.0007632307,0.0001916952],"category_scores_gemma":[0.00005546197,0.0006620618,0.0001442194,0.00006471317,0.0009753447,0.0002758461,0.0004677015,0.0002978383,0.0001126567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002341884,"about_ca_system_score_gemma":0.0006400768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000039961,"about_ca_topic_score_gemma":0.00004087147,"domain_scores_codex":[0.9953864,0.0005030985,0.001386056,0.001240284,0.0004987553,0.0009854533],"domain_scores_gemma":[0.995828,0.0001567131,0.001736563,0.001662054,0.0001560987,0.0004605809],"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":[0.00001101632,0.00002061711,3.608611e-8,0.02538929,0.00002698708,0.00004135561,0.00006424835,2.278105e-9,0.0006691377,0.01151559,0.00009256693,0.9621692],"study_design_scores_gemma":[0.0001826172,0.0001307605,0.000001163705,0.006762017,0.0001562863,0.0002462194,0.0000173204,2.512398e-8,0.002053294,0.004880121,0.9849529,0.0006172386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000062024,0.9930526,0.000008229067,0.001540109,0.001281669,0.002263201,0.001321209,0.0003306709,0.0001402722],"genre_scores_gemma":[0.00006912409,0.9893983,0.007253149,0.0001348686,0.0005502811,0.001616623,0.0005686573,0.0001586633,0.0002503154],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9848604,"threshold_uncertainty_score":0.9995831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1626671882860209,"score_gpt":0.4071119482252786,"score_spread":0.2444447599392578,"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."}}