{"id":"W2082680993","doi":"10.1016/j.jim.2009.03.009","title":"Estimation of the number of CD154 molecules in membrane extracts used as a source of CD40 stimulation of human B lymphocytes","year":2009,"lang":"en","type":"article","venue":"Journal of Immunological Methods","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Héma-Québec","funders":"","keywords":"CD154; CD40; Membrane; Flow cytometry; Immune system; Cell biology; Stimulation; Biology; Transfection; Lymphocyte; Reproducibility; Chemistry; Molecular biology; In vitro; Biochemistry; Gene; Immunology; Cytotoxic T cell; Chromatography","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":[0.001618829,0.0002025991,0.001012972,0.0002336303,0.00005539648,0.000003623364,0.000527905,0.000498069,0.0003520995],"category_scores_gemma":[0.00137132,0.0001299448,0.0003513138,0.0003798879,0.000630911,0.0001184779,0.00009190264,0.0004943676,0.000003741505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005284654,"about_ca_system_score_gemma":0.0001090988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001224231,"about_ca_topic_score_gemma":0.000001267996,"domain_scores_codex":[0.9960421,0.001784907,0.001665072,0.0001562215,0.0001145103,0.0002371421],"domain_scores_gemma":[0.9959728,0.001121104,0.00227726,0.0003295537,0.0002850976,0.00001424603],"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":[0.0008072718,0.0008399456,0.002074901,0.00003790807,0.0001868564,0.000003540849,0.0005260857,0.001498077,0.9537764,0.001164665,0.000004144997,0.03908019],"study_design_scores_gemma":[0.002677603,0.001248473,0.06220861,0.0002024414,0.0001027493,0.00022094,0.0002722236,0.00006929815,0.9288564,0.003978055,0.00005822129,0.0001050213],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919498,0.003589503,0.00343183,0.0001055999,0.0002118785,0.0001695167,0.000002655911,0.000007260659,0.0005319673],"genre_scores_gemma":[0.9799679,0.0001402877,0.0197007,0.00002193762,0.00000799705,0.000001432535,0.00000388329,0.000008816993,0.0001470796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06013371,"threshold_uncertainty_score":0.5298997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02921037994662095,"score_gpt":0.3502538842034917,"score_spread":0.3210435042568708,"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."}}