{"id":"W4394984531","doi":"10.1016/j.bprint.2024.e00342","title":"Recent frontiers in biofabrication for respiratory tissue engineering","year":2024,"lang":"en","type":"article","venue":"Bioprinting","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Saskatchewan; Canada Foundation for Innovation; Ministry of Agriculture - Saskatchewan; University of Saskatchewan","keywords":"Biofabrication; Tissue engineering; Medicine; Biomedical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007252289,0.0001140104,0.0001205361,0.0004033854,0.00002455322,0.00008612046,0.0001716621,0.0001041352,0.00002208901],"category_scores_gemma":[0.000434072,0.0001228711,0.00003332226,0.0006170068,0.00002035599,0.0000873766,0.00004964296,0.0002402463,0.00004513672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002149704,"about_ca_system_score_gemma":0.00002337356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005102277,"about_ca_topic_score_gemma":0.000001061652,"domain_scores_codex":[0.9989533,0.0000104468,0.0002611286,0.0002334531,0.0001692422,0.0003723688],"domain_scores_gemma":[0.9995933,0.0001265574,0.000009893187,0.000163801,0.0000300857,0.00007641898],"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":[0.000002566034,0.000007943406,0.0009140878,0.000663158,0.00002419937,0.000009322226,0.0001163973,0.001915479,0.1393669,0.0006282569,0.002853812,0.8534979],"study_design_scores_gemma":[0.0001048864,0.00001230765,0.002342056,0.00022195,0.000003457493,0.00000125564,0.00002336047,0.2665624,0.047782,0.0001104455,0.6826718,0.0001640734],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4694425,0.02407216,0.489633,0.001046179,0.006962385,0.001471276,0.00001619417,0.003334461,0.00402184],"genre_scores_gemma":[0.941561,0.0006307296,0.05669785,0.00003326779,0.0005819239,0.000218704,0.00001458885,0.0001212805,0.0001406113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8533338,"threshold_uncertainty_score":0.501054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233560949579259,"score_gpt":0.2905496114703949,"score_spread":0.267193516512469,"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."}}