{"id":"W4416093970","doi":"10.1002/admt.202501871","title":"Directed Navigation of Magnetotactic Bacteria via Magnetotaxis in a 3D Vasculature‐On‐A‐Chip","year":2025,"lang":"en","type":"article","venue":"Advanced Materials Technologies","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Tokyo Medical and Dental University; Canada Foundation for Innovation; Mitacs; Natural Sciences and Engineering Research Council of Canada; Queen's University; Government of Canada; Japan Society for the Promotion of Science; Government of Ontario","keywords":"Magnetotactic bacteria; Bacteria; Nanorobotics; Orientation (vector space); Drag; Targeted drug delivery; Shear stress","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":[0.00009669585,0.0002053523,0.0003957778,0.0002183593,0.0000416923,0.00002659108,0.0002284039,0.0001320726,0.0001656532],"category_scores_gemma":[0.00003964046,0.0001871226,0.000050637,0.000449439,0.00009590571,0.0001351621,0.0001123245,0.0001315288,0.00001331433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003425877,"about_ca_system_score_gemma":0.00002871125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007025468,"about_ca_topic_score_gemma":0.000003536959,"domain_scores_codex":[0.9989385,0.00003752205,0.0004008957,0.0002893354,0.00007986854,0.000253877],"domain_scores_gemma":[0.9992443,0.00006526877,0.0001785136,0.0004431219,0.00005793745,0.00001083605],"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":[0.00009085068,0.0001028397,0.001221042,0.00008422112,0.00002854484,0.000001859059,0.00002355899,0.0001093946,0.9415204,0.008036639,0.00003750823,0.04874317],"study_design_scores_gemma":[0.0006470546,0.00008910643,0.006561607,0.0002150981,0.000021796,4.853513e-7,0.0001070056,0.00002096372,0.9655468,0.02596461,0.0006491054,0.0001763342],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966546,0.0001654767,0.0009295871,0.0001165107,0.0003569644,0.0003703672,0.00005629191,0.000362936,0.0009873215],"genre_scores_gemma":[0.9897678,0.00003496616,0.009827305,0.00001051423,0.0000146487,0.00007091033,0.00007549518,0.00001459033,0.0001837159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04856684,"threshold_uncertainty_score":0.7630637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003905767150300772,"score_gpt":0.2321964085426716,"score_spread":0.2282906413923708,"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."}}