{"id":"W2047652949","doi":"10.1021/ac0011585","title":"Monitoring Motility, Spreading, and Mortality of Adherent Insect Cells Using an Impedance Sensor","year":2001,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Biotechnology Research Institute","funders":"","keywords":"Chemistry; Motility; Electrode; Biophysics; Electrical impedance; Cell culture; Concanavalin A; Cell biology; Biochemistry; In vitro; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.00008890892,0.0001445291,0.0002165063,0.00001884328,0.00002869806,0.00001869484,0.0001056931,0.0001546869,0.00002375642],"category_scores_gemma":[0.00003229075,0.0001405564,0.00004733938,0.0001199748,0.0001387966,0.00005541896,0.00005997956,0.0001690622,0.000001122553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004603207,"about_ca_system_score_gemma":0.000009345842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006259833,"about_ca_topic_score_gemma":9.791848e-7,"domain_scores_codex":[0.9992409,0.000006244416,0.0002180661,0.0002007437,0.0001148165,0.0002192365],"domain_scores_gemma":[0.9995397,0.00002416174,0.00002856921,0.0002932329,0.00003208535,0.00008228846],"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":[0.00000296086,0.0000283536,0.05662537,0.0001472237,0.00003028369,0.00001569695,0.00001829347,0.0001225085,0.9419897,0.000002564399,0.00002472067,0.0009923143],"study_design_scores_gemma":[0.00008967655,0.000009765666,0.005669854,0.00006060326,0.00004479831,0.00002019716,0.0001053555,0.0383092,0.9554437,0.00007317984,0.00004531904,0.0001283195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979069,0.0004403613,0.0006880513,0.000004496136,0.00004579395,0.0000347961,0.000006540735,0.0002038004,0.0006692149],"genre_scores_gemma":[0.9988713,0.0003334488,0.0006592773,0.000001915788,0.00007585958,4.517877e-7,0.000001519377,0.00001389448,0.00004238569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05095552,"threshold_uncertainty_score":0.5731725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0566143162279898,"score_gpt":0.2837208314840083,"score_spread":0.2271065152560185,"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."}}