{"id":"W2093130113","doi":"10.1016/j.tiv.2004.03.012","title":"Comparison of alamar blue and MTT assays for high through-put screening","year":2004,"lang":"en","type":"article","venue":"Toxicology in Vitro","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":568,"is_retracted":false,"has_abstract":false,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Astemizole; Daunorubicin; MTT assay; Cytotoxicity; Pharmacology; Viability assay; Terfenadine; Thioridazine; Chemistry; In vitro; Molecular biology; Biology; Biochemistry; Chlorpromazine; Immunology","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":[0.00009189563,0.0001244081,0.0002836339,0.00004088701,0.00006718512,0.000007195989,0.00009812937,0.0002090687,0.000006924588],"category_scores_gemma":[0.00007573918,0.0001185243,0.00007114179,0.00005981154,0.0001183925,0.000004749441,0.00009003292,0.0000752102,9.469051e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001234126,"about_ca_system_score_gemma":0.00004130053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004231395,"about_ca_topic_score_gemma":0.00003590359,"domain_scores_codex":[0.9991704,0.00004656533,0.0002551361,0.0002662541,0.00004815728,0.000213449],"domain_scores_gemma":[0.9996096,0.00003579172,0.0001068372,0.0001698441,0.00003256819,0.00004530382],"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":[0.0003703157,0.0002901409,0.002567566,0.00007077451,0.00005744732,0.000002193181,0.0001192987,0.001149804,0.9885931,0.0009094475,0.0004294503,0.005440468],"study_design_scores_gemma":[0.002048036,0.001021336,0.001569664,0.00003547707,0.00003634405,0.00001012383,0.0001147761,0.00005073333,0.9872234,0.001885247,0.005822111,0.0001827432],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789577,0.009142085,0.01122714,0.00009260819,0.0001354042,0.000277822,0.00004064145,0.00001067422,0.000115887],"genre_scores_gemma":[0.9930708,0.0007206314,0.005735296,0.0001961521,0.00009709695,0.00007581725,0.00006660185,0.00001484735,0.00002276227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01411306,"threshold_uncertainty_score":0.4833279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202311367265846,"score_gpt":0.3292269359572592,"score_spread":0.3072038222846007,"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."}}