{"id":"W4415131691","doi":"10.1111/mec.70124","title":"Host Transcriptomics Reveal Reduction in Defence‐Reproduction Trade‐Offs During Coinfection","year":2025,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Environment Research Council; European Research Council; University of Liverpool; University of Oxford; St. Hilda's College, University of Oxford","keywords":"Host (biology); Coinfection; Transcriptome; Virulence; Immune system; Immunity; Gene; Parasite hosting","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001348258,0.0002109587,0.0002770995,0.0002861363,0.0001903912,0.0004136721,0.0001018464,0.0004708383,0.001138051],"category_scores_gemma":[0.0002533305,0.0001710011,0.0002258518,0.000292955,0.0002861572,0.0002837775,0.0002430947,0.0003897418,0.0002860948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002161443,"about_ca_system_score_gemma":0.0001119861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005736426,"about_ca_topic_score_gemma":0.001100968,"domain_scores_codex":[0.999817,0.00001323001,0.000009283112,0.0000801937,0.00003525824,0.0000450364],"domain_scores_gemma":[0.9998232,0.00003496866,0.00007175404,0.00001386259,0.00002426421,0.00003196199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008124749,0.000003979582,0.002584381,0.00002265923,0.000005827569,0.00003012523,0.0000283595,0.00003276687,0.9966318,0.00003674029,0.00002028197,0.0005217688],"study_design_scores_gemma":[0.00001124433,0.0002678473,0.7256233,0.00002068187,0.00005688452,0.0004198269,0.0003527235,0.002244148,0.2674865,0.0003833008,0.003112479,0.00002101474],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957381,0.0007221898,0.001478886,0.0000815992,0.0000134252,0.000007429178,0.001343461,0.00004705965,0.0005677806],"genre_scores_gemma":[0.9961787,0.0002032761,0.0008931943,0.00008453643,0.000006087459,0.00002152818,0.00129483,0.00001776177,0.001300111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001138051,"threshold_uncertainty_score":0.003807187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003562481132147821,"score_gpt":0.226210113630694,"score_spread":0.2226476324985462,"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."}}