{"id":"W4405864894","doi":"10.1007/s42114-024-01196-8","title":"Digital light processing 3D printing of dual crosslinked meniscal scaffolds with enhanced physical and biological properties","year":2024,"lang":"en","type":"article","venue":"Advanced Composites and Hybrid Materials","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; New York University Abu Dhabi","keywords":"Scaffold; Self-healing hydrogels; Biomedical engineering; Gelatin; Tissue engineering; Materials science; Regenerative medicine; Mesenchymal stem cell; Regeneration (biology); Biomaterial; Meniscus; Chondrogenesis; Chemistry; Nanotechnology; Cell biology; Cell; Polymer chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000171343,0.0003933213,0.0001539553,0.0004015742,0.0001036084,0.0003943703,0.0001730476,0.0003095377,0.001566246],"category_scores_gemma":[0.000171392,0.000237537,0.0003145195,0.0002173415,0.0002050268,0.0002060235,0.0001787278,0.0003192435,0.0004193955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001891649,"about_ca_system_score_gemma":0.0001247478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003496202,"about_ca_topic_score_gemma":0.0007545584,"domain_scores_codex":[0.9998996,0.000005403874,0.00001110435,0.00003000119,0.00003891747,0.00001496389],"domain_scores_gemma":[0.9998391,0.00003831384,0.00005337882,0.00003230967,0.0000237686,0.00001310798],"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":[0.00001425914,0.000009815903,0.00003366007,0.00002569691,0.000001919482,0.00003650492,0.00001629874,0.0003206894,0.9976062,0.00005288301,0.00001855993,0.001863503],"study_design_scores_gemma":[0.000005405711,0.00004331211,0.0007510739,0.000003165778,0.000005471654,0.00004475617,0.00000685356,0.002071571,0.9961517,0.00002325785,0.0008873857,0.000005981334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9463743,0.0009260976,0.04476748,0.00006904817,0.0001439729,0.00007618281,0.0005942141,0.0009070149,0.006141608],"genre_scores_gemma":[0.9575984,0.0003777152,0.03682563,0.00004537035,0.00001759482,0.00007005497,0.0002175885,0.0001354309,0.004712315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001566246,"threshold_uncertainty_score":0.005239546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00816931045214386,"score_gpt":0.246973760639014,"score_spread":0.2388044501868701,"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."}}