{"id":"W2087611773","doi":"10.1039/c2lc21075d","title":"Polyurethane-based microfluidic devices for blood contacting applications","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Microfluidics; Materials science; Fabrication; Nanotechnology; Fluidics; Adsorption; Polyurethane; Protein adsorption; Polymer; Composite material; Chemistry; Organic chemistry","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":[0.0001253939,0.0001622548,0.0001465974,0.00006893049,0.0001449362,0.00002463876,0.000151571,0.00008831717,0.00006273504],"category_scores_gemma":[0.000008353411,0.0001629262,0.00007793362,0.0001843418,0.0000189626,0.00005208018,0.000007351662,0.0001194187,0.00009961762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003819649,"about_ca_system_score_gemma":0.00002119063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005967529,"about_ca_topic_score_gemma":0.000001838895,"domain_scores_codex":[0.9991665,0.00001423146,0.0001837036,0.0001544434,0.00008633864,0.000394707],"domain_scores_gemma":[0.9994192,0.0001097617,0.00003628443,0.0002882217,0.00002846827,0.0001181207],"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":[0.00001230673,0.0001121912,0.0007575424,0.00009153157,0.00005846922,1.36437e-7,0.00009239806,0.000003301635,0.9660506,0.01125794,0.01996854,0.001595115],"study_design_scores_gemma":[0.0004146636,0.0000313034,0.0006016103,0.00001479208,0.0000648257,0.000003967074,0.00003101723,0.00006374995,0.5671273,0.00006753288,0.4313915,0.0001876215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.765112,0.1804349,0.04353037,0.0003814784,0.0002190925,0.001883594,0.0001600346,0.0009343748,0.007344212],"genre_scores_gemma":[0.9951987,0.002307445,0.000464235,0.0005952023,0.0003355743,0.0008484071,0.0000916966,0.00005660025,0.0001021303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.411423,"threshold_uncertainty_score":0.6643935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127070709252062,"score_gpt":0.2271328207443538,"score_spread":0.2158621136518332,"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."}}