{"id":"W3100651458","doi":"10.1101/2020.11.19.390674","title":"An Adhesive-Based Fabrication Technique for Culture of Lung Airway Epithelial Cells with Applications in Microfluidics and Lung-on-a-Chip","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Microfluidics; Cell culture; Membrane; Materials science; Cell; Viability assay; Fabrication; Nanotechnology; Microfluidic chip; Lab-on-a-chip; Biomedical engineering; Cell biology; Chemistry; Biology; Engineering; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003123554,0.0005331771,0.000303869,0.0004875493,0.0002850555,0.0003515217,0.0005417874,0.0005726416,0.0008248877],"category_scores_gemma":[0.0002454738,0.0003361462,0.000322629,0.0003083669,0.0001676569,0.0002108728,0.0003869973,0.0005673025,0.0005841806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002115382,"about_ca_system_score_gemma":0.0003040727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004052111,"about_ca_topic_score_gemma":0.0009730194,"domain_scores_codex":[0.9997504,0.00002755342,0.00002344198,0.00005437191,0.0001137273,0.00003051181],"domain_scores_gemma":[0.9998822,0.00002997596,0.00002662308,0.00001975207,0.00003078116,0.00001069935],"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":[0.000004156983,0.00001033208,0.00006182323,0.00006573778,0.000003610031,0.00005183843,0.00001022576,0.00007559016,0.9963688,0.0001232441,0.0001800823,0.003044576],"study_design_scores_gemma":[0.000006735025,0.00007980695,0.001287647,0.00001085683,0.00001678471,0.000446476,0.00001055095,0.001630617,0.9847104,0.00006799728,0.01172024,0.0000119533],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4630575,0.02087746,0.4995134,0.0007641395,0.001451996,0.0006626978,0.002270135,0.002331918,0.009070717],"genre_scores_gemma":[0.5506399,0.007982476,0.4315204,0.0004481653,0.0001997878,0.0007320652,0.001397406,0.0001236991,0.006956045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008248877,"threshold_uncertainty_score":0.002759576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01074039489549364,"score_gpt":0.2445879125756799,"score_spread":0.2338475176801862,"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."}}