{"id":"W2941962896","doi":"10.1002/jbm.a.36702","title":"Corneal bioprinting utilizing collagen‐based bioinks and primary human keratocytes","year":2019,"lang":"en","type":"article","venue":"Journal of Biomedical Materials Research Part A","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Medizinische Fakultät, RWTH Aachen University","keywords":"3D bioprinting; Stromal cell; Economic shortage; Corneal transplantation; Biomedical engineering; Materials science; Tissue engineering; Transplantation; Cornea; Ophthalmology; Medicine; Pathology; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002268119,0.000458198,0.0001861446,0.0002409053,0.0001262404,0.0002858257,0.0001460842,0.0003700933,0.0005704046],"category_scores_gemma":[0.0002068037,0.000138728,0.0003019722,0.0001671954,0.000195292,0.0002115888,0.0002605735,0.0003118496,0.0002455408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001840204,"about_ca_system_score_gemma":0.0001969667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005490714,"about_ca_topic_score_gemma":0.001569072,"domain_scores_codex":[0.9998091,0.00002133651,0.00001893991,0.00004584589,0.00007533758,0.00002953344],"domain_scores_gemma":[0.9998385,0.00004448229,0.00005194483,0.00002356961,0.00002281347,0.00001869087],"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":[0.00001661429,0.00001146704,0.0001035613,0.00005917794,0.000002908904,0.00006091988,0.0000109365,0.00005437765,0.9982409,0.00002427882,0.00001420104,0.001400551],"study_design_scores_gemma":[0.000005686837,0.0001970583,0.001948898,0.00001198044,0.00001387274,0.0003244926,0.00002214472,0.0005706483,0.9951141,0.00001774885,0.001767934,0.000005409548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625168,0.008272733,0.02533997,0.00008511824,0.0001497675,0.000194629,0.0002451654,0.0001521344,0.003043718],"genre_scores_gemma":[0.9744933,0.003504026,0.0194492,0.0000904731,0.0000253148,0.00009484954,0.000252631,0.00002526543,0.00206494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005704046,"threshold_uncertainty_score":0.001908243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08589013760007262,"score_gpt":0.3839817315133498,"score_spread":0.2980915939132772,"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."}}