{"id":"W3175201732","doi":"10.3390/cells10061538","title":"A Robust Protocol for Decellularized Human Lung Bioink Generation Amenable to 2D and 3D Lung Cell Culture","year":2021,"lang":"en","type":"article","venue":"Cells","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University Medical Centre; University of Waterloo; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Decellularization; Self-healing hydrogels; Extracellular matrix; Cell biology; Tissue engineering; Fibroblast; Chemistry; Biomedical engineering; Biology; Biochemistry; In vitro; Medicine","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":[0.0007625645,0.0006367356,0.0003929621,0.0005446749,0.0003227979,0.0004840257,0.0003946153,0.000464553,0.001617977],"category_scores_gemma":[0.0004320475,0.0003284869,0.0003479631,0.0003347691,0.0002592027,0.0003200507,0.0004812475,0.0008523973,0.001088416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003199443,"about_ca_system_score_gemma":0.0006549659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002685842,"about_ca_topic_score_gemma":0.0009214007,"domain_scores_codex":[0.9995172,0.0000551843,0.00008942847,0.00009995856,0.0002007134,0.00003736176],"domain_scores_gemma":[0.9997579,0.00005868994,0.00005679041,0.00005236145,0.00005411857,0.000020007],"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":[0.00001066129,0.0000224578,0.00007261396,0.00008459181,0.000004076827,0.00007976801,0.00002678238,0.000212706,0.9928191,0.0002896644,0.0003015795,0.006075976],"study_design_scores_gemma":[0.000007219412,0.00005862194,0.0006800005,0.00001792208,0.00001266418,0.0003792771,0.00001022292,0.0008520236,0.9789843,0.00009975638,0.01888386,0.00001412595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1601879,0.006092105,0.8146551,0.0004769931,0.0004382,0.002822319,0.003279412,0.002044751,0.01000323],"genre_scores_gemma":[0.2657373,0.00563244,0.7070784,0.0005281304,0.0001043906,0.005490266,0.004312954,0.0005000258,0.01061608],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001617977,"threshold_uncertainty_score":0.005412638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04222405858498126,"score_gpt":0.3096094357950939,"score_spread":0.2673853772101127,"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."}}