{"id":"W2156803129","doi":"10.1098/rspb.2007.0809","title":"Evolution of parasite virulence when host responses cause disease","year":2007,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Biotechnology and Biological Sciences Research Council; Wellcome Trust","keywords":"Immunopathology; Virulence; Biology; Disease; Immunology; Pathogen; Immune system; Host (biology); Evolutionary biology; Ecology; Genetics; Medicine; Gene; Pathology","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":[0.000945439,0.00009907398,0.0001047445,0.0000120925,0.0001840574,0.00001181858,0.0004837343,0.0001145847,0.00001042253],"category_scores_gemma":[0.0004263756,0.00005823439,0.0001802245,0.0001927052,0.001278411,0.000004837817,0.0002408562,0.00006241273,0.000001068615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002120816,"about_ca_system_score_gemma":0.00006013406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002826761,"about_ca_topic_score_gemma":0.000003143549,"domain_scores_codex":[0.9990348,0.00001306985,0.0002161711,0.0002760301,0.0002253718,0.0002346222],"domain_scores_gemma":[0.9994733,0.00002901456,0.0001854698,0.00007914801,0.0001492901,0.0000837609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001072763,0.00005570507,0.6688151,0.00001377918,0.00001168019,3.940442e-8,0.00005576445,0.00003539294,0.3287372,0.001535439,0.0005436017,0.00008900681],"study_design_scores_gemma":[0.0001484177,0.0003444478,0.9559003,0.0000244487,0.00001704535,0.000001091175,0.0004657498,0.001341491,0.03962281,0.001489692,0.0005073997,0.0001371064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997521,0.0006057944,0.0008045278,0.0002109999,0.00005856903,0.0001232126,0.00001788089,0.000008902044,0.000649041],"genre_scores_gemma":[0.9975307,0.000102444,0.001791567,0.0001286828,0.00005894666,0.000003065393,0.000001475003,0.000002654355,0.000380439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2891144,"threshold_uncertainty_score":0.4710359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758168673477761,"score_gpt":0.2733232121092778,"score_spread":0.2557415253745002,"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."}}