{"id":"W4200105609","doi":"10.1002/admt.202101033","title":"Label‐Free Cell Migration Assay Using Magnetic Exclusion","year":2021,"lang":"en","type":"article","venue":"Advanced Materials Technologies","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Diamagnetism; Fibronectin; Cell; Biophysics; Magnet; Paramagnetism; Magnetic field; Magnetostatics; Viability assay; Cell culture; Biomedical engineering; Nanotechnology; Chemistry; Biology; Biochemistry","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":[0.0002437727,0.00015753,0.0002057326,0.0001228876,0.00007565671,0.00007253148,0.0003755236,0.000225572,0.0001882927],"category_scores_gemma":[0.0009678181,0.0001539205,0.00002105116,0.000362127,0.0001070271,0.000139939,0.0005370189,0.0001606208,0.00005143182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009209718,"about_ca_system_score_gemma":0.00002654623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007460467,"about_ca_topic_score_gemma":0.00000874062,"domain_scores_codex":[0.9988288,0.0000370335,0.0002611592,0.000249261,0.0002542651,0.000369428],"domain_scores_gemma":[0.9991409,0.00009824936,0.00003533885,0.0006173813,0.00007894156,0.0000291835],"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":[0.000003844924,0.00001680944,0.00002088644,0.0001408564,0.000003663526,0.0000330004,0.00001316289,0.0003425333,0.9669479,0.0001371917,0.0002581945,0.03208192],"study_design_scores_gemma":[0.0002707721,0.00003123098,0.00007305538,0.00007085554,0.000006038693,0.00001025449,0.0001452643,0.001248588,0.9880664,0.005585338,0.004321445,0.0001707486],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882171,0.001993551,0.005380657,0.0003896046,0.0005981387,0.0001550448,0.00002357761,0.00255555,0.0006868222],"genre_scores_gemma":[0.9033982,0.00147472,0.09483913,0.00001204958,0.00002987226,0.00003100513,0.00001995345,0.0000397505,0.0001553425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08945847,"threshold_uncertainty_score":0.6276696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676986875005893,"score_gpt":0.2673013401074538,"score_spread":0.2505314713573948,"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."}}