{"id":"W2117851496","doi":"10.1002/elps.201000625","title":"Interdigitated comb‐like electrodes for continuous separation of malignant cells from blood using dielectrophoresis","year":2011,"lang":"en","type":"article","venue":"Electrophoresis","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Concordia University","funders":"","keywords":"Dielectrophoresis; Microfluidics; Materials science; Electrode; Cancer cell; Malignant cells; Fabrication; Suspension (topology); Biomedical engineering; Optoelectronics; Nanotechnology; Analytical Chemistry (journal); Chromatography; Cancer; Chemistry; Pathology; Biology; Medicine; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009967421,0.0003240264,0.0005053711,0.0002198307,0.00008205161,0.00003140531,0.0002959268,0.0002305622,0.00003802272],"category_scores_gemma":[0.00002937976,0.0003041536,0.0001773688,0.0003572843,0.0001054489,0.00008857846,0.00004202475,0.0001639534,0.000005275612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008490456,"about_ca_system_score_gemma":0.00004162818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002848839,"about_ca_topic_score_gemma":0.0000389961,"domain_scores_codex":[0.9983996,0.00003306891,0.0004760675,0.0003424803,0.000144721,0.0006041011],"domain_scores_gemma":[0.9992228,0.0000805903,0.000124178,0.0003813456,0.0001371135,0.00005402626],"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":[0.000182927,0.00007984206,0.0001204107,0.00003651156,0.0002943773,0.00000850745,0.0001980282,0.000010599,0.991827,0.0001328083,0.005569714,0.001539324],"study_design_scores_gemma":[0.0004405155,0.0005183922,0.000197252,0.00004679762,0.0002365106,0.000008944521,0.00006743013,0.001713038,0.9944278,0.001324262,0.0006767193,0.0003423491],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711332,0.004507303,0.02295695,0.000009700572,0.0001635468,0.0003702425,0.00007592558,0.0005349872,0.0002481743],"genre_scores_gemma":[0.9870402,0.001752724,0.01095243,0.00002032354,0.00004662634,0.00002089584,0.00004284155,0.00007537673,0.00004854419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01590707,"threshold_uncertainty_score":0.9999411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847202195378262,"score_gpt":0.2120654231174171,"score_spread":0.1935934011636345,"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."}}