{"id":"W2810171012","doi":"10.7567/jjap.57.07lf26","title":"Reaction assessment of cultured breast cancer cells exposed to anticancer agents using microscale acoustic impedance profile","year":2018,"lang":"en","type":"article","venue":"Japanese Journal of Applied Physics","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Japan Society for the Promotion of Science","keywords":"Microscale chemistry; Breast cancer; Electrical impedance; Cancer; Cancer research; Medicine; Chemistry; Internal medicine; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001401488,0.0001691372,0.0001524573,0.0001888927,0.00009160426,0.0001919777,0.0001032716,0.0002238121,0.0006313581],"category_scores_gemma":[0.0001568221,0.0001045797,0.0001228772,0.0001879821,0.0001287337,0.0002316146,0.0001485626,0.0002239468,0.0001536216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001761904,"about_ca_system_score_gemma":0.00006923715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005328935,"about_ca_topic_score_gemma":0.0006859903,"domain_scores_codex":[0.9998752,0.00001321237,0.000009487047,0.00002972095,0.00005702628,0.00001536368],"domain_scores_gemma":[0.999913,0.00002670703,0.00002133958,0.000006194497,0.00002545524,0.000007303893],"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":[0.00001637641,0.000004956958,0.0003048368,0.00001259677,0.000001628479,0.00001136301,0.00002367315,0.00004779162,0.9987017,0.00001221207,0.000006366014,0.0008564076],"study_design_scores_gemma":[0.000003005976,0.00008627591,0.008784215,0.00000252985,0.00001035335,0.00005089366,0.00009455712,0.002312749,0.988125,0.00002665222,0.0004986749,0.000005060373],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866717,0.0008343502,0.01107056,0.00005850303,0.00002071939,0.00002516124,0.0001857919,0.00005242052,0.00108066],"genre_scores_gemma":[0.9909959,0.0005098393,0.007082989,0.0000314916,0.000008344205,0.00005262085,0.0001530657,0.000008575335,0.001157183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006313581,"threshold_uncertainty_score":0.002112091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179241934814491,"score_gpt":0.278234289123608,"score_spread":0.2603100956421589,"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."}}