{"id":"W2214236905","doi":"10.1038/icb.2015.104","title":"Clonal expansion under the microscope: studying lymphocyte activation and differentiation using live‐cell imaging","year":2015,"lang":"en","type":"review","venue":"Immunology and Cell Biology","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Planning and Budgeting Committee of the Council for Higher Education of Israel; Israel Science Foundation","keywords":"Biology; Live cell imaging; Cell biology; Effector; Cellular differentiation; Cell; Genetics; Gene","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006422318,0.0009311573,0.001892768,0.000386643,0.001025227,0.00006293671,0.0005681272,0.0018413,0.0001691799],"category_scores_gemma":[0.00003167525,0.0006427919,0.0002543966,0.0002342065,0.001647675,0.0001593471,0.0008654127,0.001432062,0.0002345635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002307063,"about_ca_system_score_gemma":0.0005528419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003680042,"about_ca_topic_score_gemma":0.00001180633,"domain_scores_codex":[0.9948401,0.0020527,0.0009889692,0.001136747,0.00004759064,0.0009339097],"domain_scores_gemma":[0.9974827,0.0007216032,0.000943619,0.0006590218,0.00014782,0.00004519747],"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":[0.0001373899,0.0001928381,0.00009400515,0.0005977724,0.0005230491,0.000005068282,0.0003951992,0.000001046209,0.7643615,0.0002090148,0.0001336386,0.2333495],"study_design_scores_gemma":[0.004233254,0.0005024011,0.00009588299,0.001057604,0.001916217,0.001000241,0.002034084,0.0000191086,0.03451027,0.0004591195,0.9528146,0.001357246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08676427,0.9099794,0.000196023,0.00006284106,0.001811998,0.0008222772,0.00004628301,0.00008937223,0.0002275437],"genre_scores_gemma":[0.06536735,0.9323976,0.00004970214,0.0001668015,0.0001024928,0.00008904166,0.0008336162,0.00007889218,0.0009144792],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9526809,"threshold_uncertainty_score":0.9996023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03615835278982931,"score_gpt":0.2843027897875429,"score_spread":0.2481444369977135,"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."}}