{"id":"W4394605336","doi":"10.1021/acsabm.4c00028","title":"Bioengineered Salivary Gland Microtissues─A Review of 3D Cellular Models and their Applications","year":2024,"lang":"en","type":"article","venue":"ACS Applied Bio Materials","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada","keywords":"Context (archaeology); Salivary gland; Transplantation; 3D cell culture; Regeneration (biology); Secretion; Tissue engineering; Embryonic stem cell; Saliva; Biology; Cell biology; Medicine; In vitro; Pathology; Biomedical engineering; Surgery; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001967212,0.0001719311,0.0004175475,0.00008666387,0.00003997212,0.00003111669,0.00006200282,0.00009175926,0.0002735862],"category_scores_gemma":[0.000005198769,0.0001191398,0.00003642358,0.0002041105,0.00006152687,0.00003956676,0.00004485288,0.00005355977,0.00003890192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000927405,"about_ca_system_score_gemma":0.00003319695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000224907,"about_ca_topic_score_gemma":3.682703e-7,"domain_scores_codex":[0.9991456,0.0000134728,0.0003493688,0.0002672884,0.00007520455,0.0001490217],"domain_scores_gemma":[0.999504,0.00004159736,0.00004807738,0.0003004366,0.00003658647,0.00006935605],"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":[0.00004166117,0.00006734062,0.00001401999,0.008708922,0.0001122297,0.000003136709,0.0001051369,8.673288e-7,0.976266,0.007993354,0.004181257,0.002506132],"study_design_scores_gemma":[0.001422495,0.0001954254,0.0002518082,0.005231094,0.000791069,0.0001223367,0.0001956763,0.00008719047,0.8362792,0.01088252,0.1439542,0.0005869976],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4881953,0.4579207,0.02834229,0.003115015,0.0007678793,0.0062543,0.001614738,0.0007167861,0.01307298],"genre_scores_gemma":[0.96994,0.02713036,0.0009349108,0.0006225837,0.0002406342,0.0002971556,0.0006259161,0.00003868097,0.0001697271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4817447,"threshold_uncertainty_score":0.4858379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626110422534038,"score_gpt":0.2428579079785669,"score_spread":0.2265968037532265,"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."}}