{"id":"W3074157013","doi":"10.21769/bioprotoc.3729","title":"Measuring Cell Growth and Junction Development in Epithelial Cells Using Electric Cell-Substrate Impedance Sensing (ECIS)","year":2020,"lang":"en","type":"article","venue":"BIO-PROTOCOL","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Kidney Foundation of Canada","keywords":"Tight junction; Barrier function; Materials science; Electrical impedance; Cell growth; Electrode; Capacitance; Chemistry; Optoelectronics; Cell biology; Electrical engineering; Biology; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104177,0.0007898186,0.0004617511,0.001410045,0.0005371821,0.0009080073,0.0006366307,0.0006668164,0.003120351],"category_scores_gemma":[0.0007698235,0.00042999,0.0004990696,0.001783619,0.0004694606,0.0009387696,0.0007185277,0.001359695,0.001289028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005421775,"about_ca_system_score_gemma":0.0003689306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007786935,"about_ca_topic_score_gemma":0.001890452,"domain_scores_codex":[0.9987167,0.00020524,0.0001368976,0.0003386631,0.0005251348,0.00007739181],"domain_scores_gemma":[0.9993243,0.0002517942,0.0001326889,0.000125073,0.000123224,0.00004289833],"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":[0.00004196357,0.00004324249,0.0004230324,0.0001059012,0.00001216602,0.00002731476,0.00007727835,0.0001034472,0.9901365,0.0004450303,0.0002499383,0.008334171],"study_design_scores_gemma":[0.000006205383,0.00007031624,0.003459288,0.000006458327,0.00001918416,0.0001007678,0.00003170175,0.002134231,0.9910963,0.0001487631,0.002915356,0.00001144163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3189009,0.003289615,0.6534823,0.0003268168,0.0003330555,0.0004829279,0.005450533,0.004437612,0.01329629],"genre_scores_gemma":[0.3816911,0.005055492,0.5868715,0.0002353597,0.00006259666,0.001813266,0.006424199,0.0005444834,0.01730201],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003120351,"threshold_uncertainty_score":0.01043868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04716839643431533,"score_gpt":0.2683779624668965,"score_spread":0.2212095660325812,"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."}}