{"id":"W2339193993","doi":"10.1093/intimm/dxq217","title":"Lymphocyte homeostasis: To kill or be killed (ML08)","year":2010,"lang":"en","type":"article","venue":"International Immunology","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Biology; Germinal center; Cell biology; Immune system; Autoimmunity; Effector; Innate immune system; Lymphocyte; Immunology; B cell; Antibody","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001865785,0.0002387412,0.0002707878,0.0004179531,0.0001832999,0.0000443227,0.0006006039,0.0003936774,0.03174457],"category_scores_gemma":[0.0005374005,0.0002014796,0.0001361258,0.0001762995,0.0001727184,0.0002260613,0.0002205159,0.0006234952,0.00958748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132048,"about_ca_system_score_gemma":0.0001102571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002744034,"about_ca_topic_score_gemma":0.0001893354,"domain_scores_codex":[0.9985826,0.00009941002,0.0004479465,0.0004095162,0.00006505484,0.0003954936],"domain_scores_gemma":[0.9989005,0.0001859198,0.0001488123,0.0004238867,0.0003082866,0.00003258004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00197646,0.0002046139,0.0001738404,0.000002045651,0.0005403141,0.00001377843,0.0003639862,0.000004309808,0.9220325,0.003913672,0.04853671,0.02223776],"study_design_scores_gemma":[0.001724704,0.0002551952,0.003003711,0.00001137649,0.00001812497,0.0005917002,0.0002786235,0.000007425018,0.1622602,0.00005495735,0.8315794,0.0002145134],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8576718,0.0008176292,0.0006488661,0.01170782,0.09461175,0.0004694676,0.00004376229,0.0004187602,0.03361014],"genre_scores_gemma":[0.8881741,0.0001864342,0.0002886489,0.004190227,0.0001888942,0.00009992132,0.000326214,0.00003539602,0.1065102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7830427,"threshold_uncertainty_score":0.9911837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386194161226335,"score_gpt":0.2691521170334482,"score_spread":0.2552901754211848,"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."}}