{"id":"W4412402994","doi":"10.1007/s40883-025-00455-4","title":"The Role of Functional Groups in Tissue Adhesives: A Mini-review","year":2025,"lang":"en","type":"article","venue":"Regenerative Engineering and Translational Medicine","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada; Université du Québec à Chicoutimi","funders":"","keywords":"Adhesive; Medicine; Materials science; Nanotechnology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000172707,0.00009944461,0.0002666665,0.00007679734,0.00004120064,0.000002162036,0.00002789348,0.00003639866,0.00005854629],"category_scores_gemma":[0.0001400966,0.00005868278,0.00004048211,0.0002442389,0.00008494494,0.00002235447,0.000004867295,0.0001148189,6.497442e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007477589,"about_ca_system_score_gemma":0.00003825985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007798038,"about_ca_topic_score_gemma":0.000005746814,"domain_scores_codex":[0.9993381,0.00002246241,0.0002522227,0.0001259455,0.0001635011,0.00009774873],"domain_scores_gemma":[0.9993328,0.000461713,0.00002646231,0.00007056072,0.00006220157,0.00004621109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006630473,0.0002763332,0.02604539,0.003408814,0.0007393076,0.00004162656,0.001151922,0.003470803,0.1648107,0.6422695,0.002676626,0.1544459],"study_design_scores_gemma":[0.00578723,0.0005606036,0.489604,0.01539259,0.000432106,0.00008708265,0.0005914,0.015359,0.02046984,0.004528521,0.4468254,0.0003622283],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08772324,0.8703328,0.003618863,0.03330966,0.0002941595,0.0006922701,0.0000106789,0.00003484911,0.003983428],"genre_scores_gemma":[0.9907325,0.008030892,0.0002161664,0.0002433264,0.0001775037,0.00003441284,0.00002901127,0.000006294641,0.000529895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9030092,"threshold_uncertainty_score":0.2393014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009613847737796905,"score_gpt":0.2577986510642827,"score_spread":0.2481848033264858,"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."}}