{"id":"W2088760518","doi":"10.1016/j.aca.2013.06.002","title":"Real-time cell-microelectronic sensing of nanoparticle-induced cytotoxic effects","year":2013,"lang":"en","type":"article","venue":"Analytica Chimica Acta","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Telus (Canada); Alberta Health; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Microelectronics; Nanoparticle; Cytotoxic T cell; Nanotechnology; Biochemistry; In vitro","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002558703,0.0002107895,0.0003941102,0.00009120157,0.0001466926,0.00009689687,0.0003357275,0.00008190903,0.0006364317],"category_scores_gemma":[0.00008655059,0.0001835376,0.0001261305,0.0003788511,0.0001097587,0.0002107075,0.00009566525,0.00009540925,0.00181584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006698089,"about_ca_system_score_gemma":0.00009235234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001096752,"about_ca_topic_score_gemma":0.000005123108,"domain_scores_codex":[0.9981498,0.0001195279,0.0004654379,0.0004223517,0.00025001,0.0005928997],"domain_scores_gemma":[0.9984612,0.0003472397,0.0002176999,0.0006869974,0.0001055148,0.0001813472],"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":[0.000007868111,0.0001492967,0.00004231529,0.00002925715,0.00001421047,8.507133e-7,0.00007316934,5.579005e-7,0.998659,0.000228624,0.0005880786,0.0002068286],"study_design_scores_gemma":[0.0002514494,0.0001064665,0.001026496,0.00003729064,0.00008816044,0.000005360627,0.0000291181,0.003048978,0.9945189,0.0006472169,0.00003442663,0.0002061024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996996,0.000005094016,0.000005982315,0.0007226185,0.00003259867,0.0004432669,0.000004357831,0.0001071356,0.001682953],"genre_scores_gemma":[0.9981939,0.00002019724,0.001394748,0.00007247209,0.00005073043,0.00002582005,0.000002836887,0.00003351763,0.0002057349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004140009,"threshold_uncertainty_score":0.9989614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007868213000219915,"score_gpt":0.2270746433603707,"score_spread":0.2192064303601508,"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."}}