{"id":"W4240199968","doi":"10.1007/978-1-59259-405-4","title":"Cytokine Knockouts","year":2003,"lang":"en","type":"book","venue":"Humana Press eBooks","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Institute of Medical Science, University of Tokyo; Medical Research Council; Directorate for Biological Sciences; Hirosaki University; Curtin University of Technology; School of Medicine, Boston University; Pohang University of Science and Technology; University of Alberta; University of Nevada, Reno; Imperial College London; University of Miami; Yale University; Hyogo College of Medicine; McGill University; Amgen","keywords":"Gene knockout; Cytokine; Biology; Immunology; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001966605,0.0006287671,0.0007435034,0.000174789,0.0004303899,0.0000440837,0.0007178773,0.001054805,0.001688741],"category_scores_gemma":[0.00002265531,0.0006162286,0.0003555013,0.00001130367,0.0005405105,0.00004235646,0.000193715,0.00109088,0.001046227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009004705,"about_ca_system_score_gemma":0.0002729304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006213359,"about_ca_topic_score_gemma":0.000003682379,"domain_scores_codex":[0.9978154,0.0001625123,0.0005844443,0.0006530898,0.00007985952,0.0007046357],"domain_scores_gemma":[0.9984992,0.000071429,0.0003422353,0.0009880642,0.00008879454,0.00001032721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001596441,0.0002152836,2.854975e-7,0.0003706003,0.001438901,0.00006559225,0.001719897,0.000009184388,0.008558691,0.2629874,0.6081144,0.1163601],"study_design_scores_gemma":[0.001025999,0.00008593861,0.000003563625,0.0001653943,0.0001882007,0.00004219756,0.00001827862,3.13646e-7,0.006342187,0.00275281,0.9887061,0.0006689799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002787934,0.1997456,0.00002147179,0.000004682408,0.00153701,0.0004082736,0.00009815256,0.0001929243,0.797964],"genre_scores_gemma":[0.002443063,0.0006194597,0.000005246795,0.000286534,0.00001947486,0.00007013774,0.0004267228,0.0001107113,0.9960186],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3805918,"threshold_uncertainty_score":0.9997316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02952452983857991,"score_gpt":0.2340179452282715,"score_spread":0.2044934153896916,"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."}}