{"id":"W3213637989","doi":"10.1088/1758-5090/ac3b91","title":"Human-engineered auricular reconstruction (hEAR) by 3D-printed molding with human-derived auricular and costal chondrocytes and adipose-derived mesenchymal stem cells","year":2021,"lang":"en","type":"article","venue":"Biofabrication","topic":"Reconstructive Facial Surgery Techniques","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Auricle; Cartilage; Microtia; Mesenchymal stem cell; Costal cartilage; Scaffold; Biomedical engineering; 3d printed; Tissue engineering; Materials science; Adipose tissue; Medicine; Anatomy; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001742177,0.0002975356,0.000462219,0.0001959051,0.0002485056,0.00008681594,0.00005654392,0.0002084955,0.00008349308],"category_scores_gemma":[0.00003276588,0.0002793255,0.00006449049,0.0003876186,0.0002316774,0.0002686062,0.00005769782,0.000238308,0.000003913935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000180233,"about_ca_system_score_gemma":0.00007080265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008013648,"about_ca_topic_score_gemma":0.000005685591,"domain_scores_codex":[0.9982858,0.0001156695,0.0004096795,0.0006359443,0.0002656614,0.0002872737],"domain_scores_gemma":[0.9988803,0.00004682403,0.0002194695,0.0003242906,0.0003299448,0.0001992336],"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":[0.00003452954,0.0000626362,0.0228475,0.00008486875,0.000120405,0.00003410033,0.0001012568,0.000001393358,0.9630958,0.0001389285,0.0001430729,0.01333551],"study_design_scores_gemma":[0.0008810027,0.0002071227,0.0925069,0.0002191457,0.0001667784,0.0006666248,0.0003835515,0.0002894152,0.9034314,0.00003659137,0.0008702222,0.00034123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945446,0.001103056,0.002782052,0.0001145357,0.00008294326,0.000713733,0.00002309824,0.0002938815,0.0003421302],"genre_scores_gemma":[0.9929538,0.0002385575,0.006272099,0.00004212699,0.00005488833,0.00007480277,0.0001129191,0.00004465309,0.0002061598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0696594,"threshold_uncertainty_score":0.9999659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190621893730992,"score_gpt":0.2386302293468613,"score_spread":0.2267240104095514,"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."}}