{"id":"W4414258370","doi":"10.1101/2025.09.07.674667","title":"Immunometabolic state modulation of sequential decision making in patch-foraging mice","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Medicinal Plant Pharmacodynamics Research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Université de Montréal; Douglas Mental Health University Institute; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Impulsivity; Dysfunctional family; Cognition; Association (psychology); Inflammation; Task (project management); Resource (disambiguation); Systemic inflammation","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":[0.003461954,0.0006206359,0.0009789329,0.001580434,0.0001665734,0.00007780664,0.00109212,0.0008496598,0.0002507924],"category_scores_gemma":[0.0004528138,0.0007098655,0.0001997558,0.001248155,0.0002225278,0.0002177347,0.001105896,0.003340547,0.00003530848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005979931,"about_ca_system_score_gemma":0.001181447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002526366,"about_ca_topic_score_gemma":0.00002597511,"domain_scores_codex":[0.9950289,0.0009521967,0.001372543,0.001024515,0.000684969,0.0009369054],"domain_scores_gemma":[0.9968394,0.0007606897,0.0007384059,0.0007817119,0.0006237123,0.0002560737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001032879,0.0003502268,0.0388144,0.00148312,0.0004088425,0.0002071834,0.00009261457,0.02846609,0.928333,0.0003315635,0.0001478529,0.0003322053],"study_design_scores_gemma":[0.004953426,0.0000937555,0.2086108,0.003563482,0.0005395899,1.637498e-7,0.00001457318,0.4374533,0.3375693,0.0001178393,0.005421273,0.001662516],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847399,0.002380421,0.006962194,0.000110342,0.003167731,0.001318418,0.001125764,0.0001408067,0.00005441624],"genre_scores_gemma":[0.9949629,0.001798861,0.002508561,0.0002565704,0.0002303819,0.0001504366,0.000003027727,0.00007367939,0.00001554366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5907637,"threshold_uncertainty_score":0.9995353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06679254064871866,"score_gpt":0.4012619750562876,"score_spread":0.3344694344075689,"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."}}