{"id":"W7133042673","doi":"","title":"An Engineered Paper-Based 3D Co-Culture Model of Pancreatic Cancer as a Platform for Systems Tissue Engineering","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pancreatic cancer; Stromal cell; Tumor microenvironment; Tissue engineering; Cancer cell; Tumour heterogeneity; Cancer; Pancreatic ductal adenocarcinoma","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001949696,0.0003703077,0.0002367456,0.000299947,0.0002019607,0.00049631,0.0004277894,0.0006896257,0.0007520858],"category_scores_gemma":[0.00008866718,0.0002342841,0.0004425341,0.0002555528,0.0002608703,0.0002840206,0.0003210347,0.0006411325,0.0003563415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003089101,"about_ca_system_score_gemma":0.0003303804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007941069,"about_ca_topic_score_gemma":0.001285624,"domain_scores_codex":[0.9998311,0.00001649048,0.00001216548,0.0000438459,0.0000787114,0.00001768936],"domain_scores_gemma":[0.999868,0.00003564183,0.00003612485,0.00002392859,0.00001230047,0.00002395955],"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":[0.00003856011,0.00003804612,0.0001790236,0.00006080988,0.000005318146,0.0001862771,0.00003475028,0.003406347,0.9933566,0.000438547,0.00009160606,0.002163992],"study_design_scores_gemma":[0.00001593664,0.0003025372,0.001423683,0.00001565526,0.00002270832,0.0004634635,0.00003387886,0.02356733,0.963236,0.0001733261,0.01072488,0.00002052307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8272489,0.002481638,0.155869,0.0003859459,0.0002495115,0.0002563446,0.001742569,0.0008903004,0.01087573],"genre_scores_gemma":[0.8492351,0.002282118,0.1390194,0.0001193315,0.00002634282,0.0003491328,0.0009142823,0.0001017177,0.007952454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007941069,"threshold_uncertainty_score":0.002515972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258490731975414,"score_gpt":0.3610642377841632,"score_spread":0.3284793304644091,"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."}}