{"id":"W2903398759","doi":"10.1002/adhm.201800939","title":"Biomedical Applications of Layer‐by‐Layer Self‐Assembly for Cell Encapsulation: Current Status and Future Perspectives","year":2018,"lang":"en","type":"review","venue":"Advanced Healthcare Materials","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Southwest Hospital; Canada Foundation for Innovation","keywords":"Encapsulation (networking); Cell encapsulation; Nanotechnology; Materials science; Tissue engineering; Computer science; Engineering; Biomedical engineering","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":[0.0006152053,0.0007857198,0.0009137252,0.001549348,0.0002547503,0.0007688997,0.0006510215,0.0009756307,0.001924704],"category_scores_gemma":[0.0004400564,0.0003022847,0.0004087055,0.001607559,0.0004338608,0.001252331,0.0005261088,0.001091319,0.00112448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003929416,"about_ca_system_score_gemma":0.0006627881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005915544,"about_ca_topic_score_gemma":0.001099663,"domain_scores_codex":[0.9998317,0.00002508488,0.00002196946,0.00003196019,0.00006808804,0.00002122348],"domain_scores_gemma":[0.9997399,0.0001302723,0.00004044417,0.000008672799,0.00006230964,0.0000183286],"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":[0.0000431804,0.0001124646,0.0001743414,0.02554219,0.0000680768,0.0002713589,0.0001061631,0.0005101251,0.01190883,0.007299703,0.01650021,0.9374633],"study_design_scores_gemma":[0.000009817227,0.0001209764,0.0005660228,0.00236013,0.00008025041,0.00122352,0.0000732149,0.0001841672,0.003110996,0.001625353,0.9906222,0.00002323185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001678294,0.9988499,0.0001497072,0.0001299575,0.00009405983,0.000002608443,0.000005146786,0.00000451009,0.0005963283],"genre_scores_gemma":[0.0008668015,0.9983284,0.0002499826,0.00009289198,0.00007538961,0.000005010231,0.000008236726,0.000001188415,0.0003720752],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001924704,"threshold_uncertainty_score":0.006438732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04408004304794269,"score_gpt":0.4121489345623295,"score_spread":0.3680688915143868,"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."}}