{"id":"W4391078363","doi":"10.1002/bmm2.12070","title":"Enhancing diaphragmatic defect repair and regeneration: How biomaterials leading the way to progress?","year":2024,"lang":"en","type":"article","venue":"BMEMat","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Politechnika Gdańska","keywords":"Regeneration (biology); Diaphragmatic breathing; Medicine; Congenital diaphragmatic hernia; Diaphragm (acoustics); Intensive care medicine; Tissue engineering; Surgery; Pathology; Biomedical engineering; Biology; Engineering; Fetus","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":[0.001071244,0.0001468212,0.0001876999,0.00007725053,0.0002997761,0.0006297572,0.0002129585,0.00006641301,0.0001085206],"category_scores_gemma":[0.00009789698,0.00009116619,0.00006654791,0.0004336667,0.0001751002,0.0001627425,0.0001244651,0.00003805734,0.0003875105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006201061,"about_ca_system_score_gemma":0.00003251496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004666031,"about_ca_topic_score_gemma":0.00002416012,"domain_scores_codex":[0.9986398,0.0001041899,0.00025319,0.0004182161,0.0002717943,0.0003128264],"domain_scores_gemma":[0.9991867,0.0002506118,0.00004969344,0.0003721248,0.00003358139,0.0001073013],"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":[0.000002877391,0.000008362901,0.00001457163,0.0002151357,0.00001124789,0.000005079001,0.0004371191,3.640627e-7,0.9806732,0.00923589,0.008203135,0.001193026],"study_design_scores_gemma":[0.00004384612,0.00004823753,0.0001090431,0.0002259467,0.00003641512,0.00006010096,0.00004194507,0.0001529087,0.9869442,0.00164142,0.01055276,0.0001431953],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588956,0.004130799,0.01572534,0.01803253,0.0009318547,0.001106737,0.00001695512,0.0009257916,0.0002344132],"genre_scores_gemma":[0.9708061,0.00003546782,0.02684877,0.0003039654,0.0004408497,0.0006614715,0.00000716859,0.00002896155,0.00086731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01772857,"threshold_uncertainty_score":0.6072763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122026091321653,"score_gpt":0.2737634300045942,"score_spread":0.2615608208724289,"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."}}