{"id":"W4413030287","doi":"10.1002/waf2.70007","title":"Antimicrobial Resistance Threat, One Health Plans, and Administrative Capacity","year":2025,"lang":"en","type":"article","venue":"World Affairs","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antibiotic resistance; Antimicrobial; Resistance (ecology); Biotechnology; Business; Biology; Microbiology; Antibiotics; Agronomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01530255,0.0004413135,0.0004134822,0.001060945,0.00730323,0.01228139,0.002628042,0.006985877,0.006973672],"category_scores_gemma":[0.03343239,0.0003171282,0.0007453266,0.0009940639,0.01726685,0.009564507,0.006563873,0.01013547,0.0005379182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01674217,"about_ca_system_score_gemma":0.04329521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03149815,"about_ca_topic_score_gemma":0.02478635,"domain_scores_codex":[0.9741344,0.01654693,0.0009198519,0.001458547,0.003513923,0.003426424],"domain_scores_gemma":[0.9660581,0.0239441,0.00213369,0.0007335338,0.003892076,0.003238464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002062964,0.00002658967,0.00050642,0.0003017483,0.00001070483,0.0002287228,0.01076603,0.0006574731,0.00003477651,0.8676449,0.1042666,0.01553543],"study_design_scores_gemma":[0.00002719826,0.00005432183,0.001281203,0.002428672,0.00001957183,0.000168813,0.0194052,0.0006969406,0.0001269698,0.1540063,0.8217277,0.00005707203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007238112,0.01406216,0.002476752,0.8916941,0.005920756,0.00004984978,0.00005490131,0.0000427003,0.07846054],"genre_scores_gemma":[0.678493,0.02859822,0.00357572,0.2601627,0.0097774,0.0002710368,0.0001607017,0.00007967982,0.01888157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03149815,"threshold_uncertainty_score":0.1214735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232109542052238,"score_gpt":0.2650414591180922,"score_spread":0.2427203636975699,"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."}}