{"id":"W2767480316","doi":"10.1016/j.snb.2017.10.186","title":"Multilayer cell culture system supported by thread","year":2017,"lang":"en","type":"article","venue":"Sensors and Actuators B Chemical","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Monash University","keywords":"Polydimethylsiloxane; Thread (computing); PLGA; Materials science; Cell culture; Scaffold; Hydroxypropyl cellulose; Biomedical engineering; Stacking; Nanotechnology; Composite material; Chemistry; Computer science; Polymer; Engineering","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":[0.000227395,0.0004109482,0.0004588832,0.0002774352,0.0002497608,0.0006264652,0.0004030775,0.0004394136,0.0008958043],"category_scores_gemma":[0.0001382277,0.0002567319,0.0003746933,0.0003345138,0.0001226446,0.0003937103,0.0004021949,0.000338187,0.0005563115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002711629,"about_ca_system_score_gemma":0.0003581372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007600858,"about_ca_topic_score_gemma":0.0007887419,"domain_scores_codex":[0.9998123,0.000009749331,0.00002643857,0.00007038865,0.00004263005,0.00003849707],"domain_scores_gemma":[0.9998823,0.00002113091,0.00003169561,0.00002331691,0.00001877154,0.00002275337],"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":[0.0000300121,0.000008655644,0.0001618717,0.00003431536,0.000004980236,0.00004545391,0.00002533143,0.00008836776,0.9978567,0.0001314305,0.00004678826,0.00156613],"study_design_scores_gemma":[0.00001556824,0.0001604737,0.001071198,0.000008958684,0.00005192684,0.0001485921,0.00002153442,0.003945919,0.9900661,0.0000692598,0.004428415,0.00001209539],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571098,0.001698073,0.03609217,0.00007342768,0.0002317156,0.00006238035,0.0006439724,0.0005694561,0.003518935],"genre_scores_gemma":[0.9633253,0.001025752,0.02953264,0.0000516836,0.00003149499,0.0001101038,0.0007561737,0.00004662194,0.005120248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008958043,"threshold_uncertainty_score":0.002996743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008218498418810071,"score_gpt":0.2421909094245112,"score_spread":0.2339724110057011,"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."}}