{"id":"W3082213210","doi":"10.1021/acs.chemrev.0c00084","title":"Printability and Shape Fidelity of Bioinks in 3D Bioprinting","year":2020,"lang":"en","type":"review","venue":"Chemical Reviews","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":1251,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; AO Foundation; Arthritis Society; ReumaNederland; Dutch Arthritis Society","keywords":"3D bioprinting; Nanotechnology; Fidelity; Computer science; Extrusion; Lithography; 3D printing; Process (computing); Engineering drawing; Artificial intelligence; Mechanical engineering; Materials science; Engineering; Tissue engineering; Biomedical engineering","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":[0.0006230836,0.0007242158,0.0009152095,0.001593331,0.0001967904,0.0009037284,0.0004547648,0.0007069827,0.001650704],"category_scores_gemma":[0.0007070185,0.0003308166,0.0005196658,0.001400152,0.0003687139,0.0008121638,0.000501697,0.0007960474,0.0009242619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004460276,"about_ca_system_score_gemma":0.0004816499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005849071,"about_ca_topic_score_gemma":0.0009729544,"domain_scores_codex":[0.9995547,0.00006746234,0.00004356983,0.00006871601,0.0002311543,0.00003435772],"domain_scores_gemma":[0.9997692,0.0001258698,0.00003866381,0.000009626478,0.00004876855,0.000007998292],"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":[0.00006528461,0.00008410785,0.0002014109,0.03988034,0.0001086577,0.0002682411,0.0001236149,0.001893867,0.0792357,0.00902782,0.005858377,0.8632525],"study_design_scores_gemma":[0.00001931243,0.0003789625,0.002333548,0.005702298,0.0002838612,0.001828969,0.0001099945,0.001013108,0.09100646,0.003096251,0.8941396,0.00008758465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002123294,0.9932336,0.001283531,0.00009558648,0.0001384273,0.00001643019,0.00005035085,0.0000204352,0.00303821],"genre_scores_gemma":[0.01090995,0.9855725,0.001670807,0.0001109425,0.00005769487,0.00003138522,0.00007648207,0.000007649684,0.001562609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001650704,"threshold_uncertainty_score":0.005522132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0815079039011126,"score_gpt":0.3669616206088588,"score_spread":0.2854537167077462,"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."}}