{"id":"W3133980713","doi":"10.1002/adfm.202009189","title":"Noncompressible Hemostasis and Bone Regeneration Induced by an Absorbable Bioadhesive Self‐Healing Hydrogel","year":2021,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":265,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Hemostasis; Regeneration (biology); Materials science; Bone healing; Biomedical engineering; Wound healing; Hemostatic Agent; Self-healing hydrogels; Bioadhesive; Surgery; Medicine; Nanotechnology; Drug delivery","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":[],"consensus_categories":[],"category_scores_codex":[0.0002242822,0.0001930341,0.000428425,0.00005412983,0.0002015456,0.0000737891,0.00002778346,0.0001556349,0.0006100324],"category_scores_gemma":[0.00008598276,0.0001653302,0.00004813907,0.0001823506,0.00003321122,0.0002874378,0.00003892552,0.0001029885,0.00002500083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006281205,"about_ca_system_score_gemma":0.0001115132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002562489,"about_ca_topic_score_gemma":0.000002908012,"domain_scores_codex":[0.9985077,0.00007681036,0.0004109033,0.0004577518,0.0002773387,0.0002694367],"domain_scores_gemma":[0.9990913,0.00007292958,0.0001165208,0.0002414853,0.0002482353,0.0002295141],"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":[0.0002344429,0.0001972443,0.00007070241,0.00007346411,0.00005536277,0.00005256998,0.00004071477,0.00005802644,0.9945129,0.0004497448,0.0005096297,0.00374527],"study_design_scores_gemma":[0.001600564,0.0001969009,0.0004378076,0.00007982572,0.0000574494,0.000207108,0.0001287099,0.0001771691,0.9835312,0.0004034538,0.01298569,0.000194084],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955848,0.001457636,0.000402427,0.001104803,0.0004875288,0.0002491669,0.00009987756,0.0001119742,0.0005017711],"genre_scores_gemma":[0.9921563,0.000488022,0.003895482,0.001024679,0.0003436747,0.00004811792,0.001097806,0.0000356828,0.0009102155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01247606,"threshold_uncertainty_score":0.6741971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02548217289928459,"score_gpt":0.2768094167323219,"score_spread":0.2513272438330373,"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."}}