{"id":"W4415151071","doi":"10.1186/s12982-025-00974-z","title":"Limited integration of one health and antimicrobial resistance within biodiversity strategies","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Biodiversity; Antibiotic resistance; Resistance (ecology); Global biodiversity; Variety (cybernetics); One Health; Perspective (graphical)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004409126,0.0001071775,0.0002048416,0.00004998982,0.0001545015,0.00005043659,0.0001195936,0.00003682542,0.00007868088],"category_scores_gemma":[0.0000501583,0.00009445527,0.00002682169,0.0002964339,0.0003748939,0.0005440674,0.0001534393,0.0001276695,0.00001718348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002327301,"about_ca_system_score_gemma":0.0002939628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001705275,"about_ca_topic_score_gemma":0.0008150891,"domain_scores_codex":[0.9988633,0.0001254837,0.0002789161,0.0002507571,0.0001763287,0.0003051948],"domain_scores_gemma":[0.9994227,0.00002531654,0.0001465272,0.0001398905,0.000004417314,0.0002611969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005448471,0.005210366,0.6032363,0.002692861,0.0002319825,0.000008129702,0.02204285,0.0002297187,0.1262433,0.07184949,0.09523802,0.07247207],"study_design_scores_gemma":[0.001555807,0.0003353427,0.96951,0.0004185471,0.00001256863,0.000001944901,0.004334251,0.0002690572,0.01245299,0.001484956,0.009266913,0.000357628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569317,0.0001621587,0.001646732,0.03798121,0.00009760466,0.0002517094,0.00007572505,0.0000239328,0.002829243],"genre_scores_gemma":[0.9914366,0.0003594295,0.0006931446,0.007177353,0.000006420255,5.907662e-7,0.00004243884,0.000002855941,0.0002811755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3662737,"threshold_uncertainty_score":0.3851774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05112649417130423,"score_gpt":0.3084855670060881,"score_spread":0.2573590728347839,"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."}}