{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002518806,0.0002822601,0.0003047342,0.0001952509,0.00004953942,0.00006136965,0.0001859177,0.0003098383,0.00006529062],"category_scores_gemma":[0.00001332481,0.0002862044,0.00005576415,0.0003513045,0.00007622682,0.000182887,0.00007457341,0.0002047439,0.00007422808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002504442,"about_ca_system_score_gemma":0.0000521509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006765804,"about_ca_topic_score_gemma":0.0001066989,"domain_scores_codex":[0.9987244,0.00003447015,0.0003449421,0.0003540188,0.0001184297,0.000423711],"domain_scores_gemma":[0.9995003,0.00006005771,0.00004611923,0.0003009068,0.00003333976,0.00005932025],"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":[0.00001132554,0.00002155283,0.007072568,0.0001535401,0.00001645682,0.000005209594,0.0003688771,0.00000347522,0.9546251,0.00002474906,0.03148345,0.006213712],"study_design_scores_gemma":[0.0007296718,0.00003319501,0.001697526,0.0001338783,0.00002051557,0.00001043571,0.0005650945,0.001166881,0.8978208,0.00003065951,0.09740519,0.0003861211],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8906443,0.1067145,0.0006190311,0.0002359309,0.0004072201,0.0003244536,0.00003032582,0.0004276706,0.0005966299],"genre_scores_gemma":[0.934846,0.06438772,0.0003745855,0.0001281381,0.00004156895,0.00001525531,0.00001982956,0.00004841495,0.0001384463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06592175,"threshold_uncertainty_score":0.999959,"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."}}