{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002220479,0.000189642,0.0001730791,0.0001524177,0.0001580713,0.0002578552,0.0002495892,0.000358493,0.001390525],"category_scores_gemma":[0.000156619,0.0001196613,0.0001975744,0.000155491,0.0001405278,0.0001557498,0.0002257977,0.0002780673,0.0003713304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002016422,"about_ca_system_score_gemma":0.0002611181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008918781,"about_ca_topic_score_gemma":0.002118963,"domain_scores_codex":[0.9998536,0.00001553866,0.000008750079,0.00003339292,0.00006703218,0.0000217512],"domain_scores_gemma":[0.999862,0.00004282067,0.00002537568,0.00002842316,0.00002664677,0.00001468553],"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":[0.00001644541,0.00001687494,0.0001892493,0.00004413208,0.000002852251,0.00003878756,0.00002303818,0.0006814176,0.9957942,0.0002407486,0.0001239522,0.002828329],"study_design_scores_gemma":[0.000006563465,0.000210224,0.002891381,0.0000125478,0.00001054589,0.0001569095,0.00003125213,0.01664715,0.9734023,0.00009136491,0.006525591,0.00001409457],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7583128,0.002612617,0.2273481,0.0001923451,0.0002330801,0.0001690367,0.002011326,0.0009561146,0.008164588],"genre_scores_gemma":[0.8951672,0.001284737,0.09825258,0.00008996233,0.00001852929,0.0003112437,0.0009960505,0.00007721224,0.003802374],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001390525,"threshold_uncertainty_score":0.004651725,"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."}}