{"id":"W2987645848","doi":"10.1002/adfm.201903874","title":"Rapid Biofabrication of Printable Dense Collagen Bioinks of Tunable Properties","year":2019,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shriners Hospitals for Children - Canada; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Biofabrication; Self-healing hydrogels; Materials science; Tissue engineering; Nanotechnology; Extracellular matrix; Scaffold; Biomedical engineering; Native tissue; Regenerative medicine; Cell; Chemistry; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001596483,0.0002737937,0.00011063,0.0002271789,0.00009730794,0.0002209847,0.0001484213,0.0002016484,0.000388023],"category_scores_gemma":[0.0003153166,0.0001479334,0.0001705113,0.0001420494,0.0001728917,0.0001884918,0.0001777702,0.0002547369,0.0001548917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002050323,"about_ca_system_score_gemma":0.0001030847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003034929,"about_ca_topic_score_gemma":0.0006901665,"domain_scores_codex":[0.9998974,0.000009905942,0.000008524378,0.00002292793,0.00003922598,0.00002195234],"domain_scores_gemma":[0.9997489,0.00008832559,0.00008102545,0.0000366688,0.0000267719,0.00001827575],"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":[0.000007234689,0.000004905362,0.00005767764,0.00001596963,0.000001692095,0.00003316519,0.000014397,0.0003385349,0.9977025,0.00005961144,0.00001842189,0.001745841],"study_design_scores_gemma":[0.00000550843,0.00003254789,0.001187099,0.000003138259,0.00000220446,0.00009188337,0.000008685015,0.002934591,0.9945278,0.0000465732,0.001154707,0.000005286459],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597093,0.001126537,0.03642235,0.00005396526,0.00005677175,0.0000403578,0.0002240637,0.0002588429,0.002107776],"genre_scores_gemma":[0.9786299,0.0003712301,0.01975691,0.00002970743,0.000007641397,0.00003050609,0.0001065157,0.00003931566,0.001028283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000388023,"threshold_uncertainty_score":0.001487553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938000712982519,"score_gpt":0.2172305210490374,"score_spread":0.1978505139192122,"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."}}