{"id":"W2962979979","doi":"10.1063/1.5103269","title":"A versatile cancer cell trapping and 1D migration assay in a microfluidic device","year":2019,"lang":"en","type":"article","venue":"Biomicrofluidics","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Whitaker International Program","keywords":"Microfluidics; Glioblastoma; Polystyrene; Cell migration; Biophysics; Cancer cell; Cell; Single-cell analysis; Metastasis; Materials science; Spheroid; Nanotechnology; Cell culture; Cancer; Chemistry; In vitro; Cancer research; Biology; Medicine; Polymer; Biochemistry; Internal medicine","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":[0.0004300109,0.0006923903,0.0005631942,0.0005284927,0.0004085061,0.0004488065,0.0007250786,0.0008871031,0.0005454669],"category_scores_gemma":[0.0003561494,0.0003817054,0.0004385029,0.0003100419,0.0003111656,0.0003158639,0.0004111938,0.0005621607,0.0003437721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003568441,"about_ca_system_score_gemma":0.0004717858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005462796,"about_ca_topic_score_gemma":0.001090216,"domain_scores_codex":[0.9994937,0.00005568338,0.00007055855,0.0001758293,0.0001367298,0.00006743043],"domain_scores_gemma":[0.9997386,0.0001002544,0.00006670862,0.00003097382,0.00002733167,0.00003604393],"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":[0.00001848352,0.00002401116,0.0001042458,0.00004253096,0.000003385889,0.0000236431,0.00001929594,0.0001360535,0.9980181,0.00008807251,0.00006285728,0.001459382],"study_design_scores_gemma":[0.00001543521,0.0002535562,0.002006668,0.000008759756,0.00001636304,0.0001958654,0.0000153282,0.006842523,0.9881248,0.00005074375,0.002437457,0.00003244746],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.697449,0.003167074,0.2911587,0.0004951418,0.0003118118,0.0009849925,0.002756416,0.001596433,0.002080468],"genre_scores_gemma":[0.6186737,0.001977564,0.3730523,0.0001959789,0.00007989528,0.001882199,0.001392113,0.00005933356,0.002686947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008871031,"threshold_uncertainty_score":0.002589047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008847605439228369,"score_gpt":0.201445135744839,"score_spread":0.1925975303056107,"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."}}