{"id":"W4296641459","doi":"10.3390/mi13101567","title":"T Cells Chemotaxis Migration Studies with a Multi-Channel Microfluidic Device","year":2022,"lang":"en","type":"article","venue":"Micromachines","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Manitoba","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; Natural Sciences and Engineering Research Council of Canada; Science, Technology and Innovation Commission of Shenzhen Municipality; National Natural Science Foundation of China","keywords":"Chemotaxis; Microchannel; Microfluidics; Cell migration; Motility; Multiplex; Population; Chemotaxis assay; Cell biology; Cell; Biophysics; Chemistry; Single-cell analysis; Biology; Nanotechnology; Materials science; Bioinformatics; Biochemistry; Medicine","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":[0.0003098145,0.0001818242,0.0001946366,0.0001391691,0.00023964,0.0000292055,0.0002754761,0.0000331276,0.00008657098],"category_scores_gemma":[0.00004953232,0.0001537128,0.0000442823,0.0004098318,0.00008541354,0.00005441096,0.0002171433,0.0003274079,0.00005283358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001354214,"about_ca_system_score_gemma":0.00002285045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001287954,"about_ca_topic_score_gemma":0.00006693138,"domain_scores_codex":[0.998891,0.00005948098,0.0001898249,0.0002373325,0.0002961022,0.0003262848],"domain_scores_gemma":[0.9995046,0.0001130521,0.00002635482,0.0002234141,0.0000586258,0.00007395766],"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":[0.00002043693,0.00007948081,0.0007067354,0.000226333,0.0001558768,0.00003230693,0.00175729,0.001814597,0.9712864,0.000001989973,0.02177,0.002148535],"study_design_scores_gemma":[0.001661939,0.0002608327,0.002855364,0.00009054825,0.00005021852,0.0001093807,0.001589376,0.03808833,0.8342355,0.00005805869,0.1202443,0.0007560513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849481,0.01171379,0.001880878,0.0004625986,0.0003121087,0.0002357373,0.00003207199,0.0003357054,0.00007903531],"genre_scores_gemma":[0.9956333,0.0006899537,0.002586061,0.0001287849,0.0000767827,0.000119181,0.00002484203,0.00006013359,0.0006809381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1370509,"threshold_uncertainty_score":0.6268225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031198393560334,"score_gpt":0.2837483965923803,"score_spread":0.2525500030320463,"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."}}