{"id":"W1969700020","doi":"10.1016/j.immuni.2004.06.002","title":"He Who Laughs Last Laughs Best— Innate Immunity and Viral Selection","year":2004,"lang":"en","type":"letter","venue":"Immunity","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"British Heart Foundation","keywords":"Innate immune system; Immunity; Biology; Immunology; Virology; Immune system","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","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0004655474,0.0007171103,0.0007934776,0.0004575681,0.001118344,0.00013843,0.0004928919,0.002378453,0.00279524],"category_scores_gemma":[0.0001715245,0.0007131606,0.000278011,0.0003075364,0.0004890313,0.0004582972,0.0003438762,0.008461533,0.002232976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003871607,"about_ca_system_score_gemma":0.0002067849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006100117,"about_ca_topic_score_gemma":0.0002679906,"domain_scores_codex":[0.9965944,0.001254272,0.0006994648,0.0005634401,0.0001057258,0.0007827336],"domain_scores_gemma":[0.9981767,0.0002415931,0.0004695862,0.0008045998,0.0002765026,0.00003100469],"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":[0.0003088523,0.0002488853,0.0002902957,0.0001765696,0.0007298415,0.00002321021,0.0005761295,0.000005623896,0.05773123,0.00006500747,0.936721,0.003123319],"study_design_scores_gemma":[0.001613263,0.0005628528,0.001797119,0.0002797735,0.0002241596,0.0005345652,0.0002270413,0.000003090067,0.02262612,0.0002286435,0.9711919,0.0007114247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5884622,0.02480078,0.000557291,0.277359,0.04799844,0.003337202,0.0003545966,0.002091222,0.05503928],"genre_scores_gemma":[0.217995,0.003604248,0.0001097124,0.3524986,0.002300071,0.0002340605,0.01198204,0.0004300156,0.4108463],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3704672,"threshold_uncertainty_score":0.9995319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198974502824354,"score_gpt":0.2341883428583197,"score_spread":0.2221985978300762,"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."}}