{"id":"W4392344226","doi":"10.1002/smll.202309270","title":"Collagen Tubular Airway‐on‐Chip for Extended Epithelial Culture and Investigation of Ventilation Dynamics","year":2024,"lang":"en","type":"article","venue":"Small","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; National Research Council Canada; Western University; Canada Research Chairs; Hospital for Sick Children; University of Toronto; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Extracellular matrix; Epithelium; Respiratory tract; Respiratory epithelium; Airway; Cell biology; Organ-on-a-chip; Pathology; Chemistry; Biology; Biophysics; Anatomy; Materials science; Biomedical engineering; Respiratory system; Microfluidics; Medicine; Nanotechnology; Surgery","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":[0.0002353893,0.00006478834,0.00007446709,0.00007547973,0.00002225443,0.00002861351,0.00006303016,0.00008562395,0.0000104243],"category_scores_gemma":[0.0001345526,0.00005903492,0.00002887151,0.0001365279,0.00004838678,0.00002886348,0.00001902667,0.00007891589,0.000008191731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000478426,"about_ca_system_score_gemma":0.00002113468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003229097,"about_ca_topic_score_gemma":0.000008938939,"domain_scores_codex":[0.9995073,0.0000130948,0.0001201871,0.0001139795,0.0001278775,0.0001175497],"domain_scores_gemma":[0.9997244,0.00009027679,0.000009723826,0.00008407948,0.00003739673,0.00005410778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001629344,0.00004981672,0.001896835,0.007694086,0.0003421232,0.00002299,0.003915209,0.005425861,0.7028921,0.0644167,0.005437968,0.2077433],"study_design_scores_gemma":[0.0003757198,0.000217053,0.008700089,0.0003723126,0.00003339698,0.000003307608,0.00005829993,0.8301536,0.1366147,0.01437852,0.008901631,0.0001914269],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819301,0.000434267,0.01568031,0.0002249236,0.0003647647,0.0003326963,0.00006468918,0.0001669189,0.0008013075],"genre_scores_gemma":[0.9954644,0.00004775255,0.003873569,0.00001064908,0.0001063062,0.00002199799,0.00005177685,0.0000210887,0.0004023968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8247277,"threshold_uncertainty_score":0.2407374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844598690172353,"score_gpt":0.2615137904841833,"score_spread":0.2430678035824598,"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."}}