{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000159296,0.0001708859,0.0003441673,0.0001166474,0.0003537422,0.00001814313,0.0001384864,0.0001076373,0.00008375384],"category_scores_gemma":[0.00001941706,0.0001547508,0.00005121894,0.000238856,0.0004806971,0.00005081948,0.00005153586,0.000278405,0.00005973957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005351282,"about_ca_system_score_gemma":0.0001679103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001207478,"about_ca_topic_score_gemma":0.009758378,"domain_scores_codex":[0.998881,0.0001222437,0.000259171,0.0003603197,0.00002570759,0.0003515729],"domain_scores_gemma":[0.9994957,0.00009935055,0.000107944,0.0002379972,0.00002975997,0.0000292004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00152187,0.0009191183,0.02270781,0.001211097,0.0010568,0.0000367403,0.002710302,0.000001287761,0.08581834,0.4099193,0.4700562,0.004041208],"study_design_scores_gemma":[0.006161883,0.0003321572,0.1643541,0.004174187,0.00020579,0.00004498931,0.004489255,0.000001579944,0.1843898,0.004066695,0.6305003,0.001279296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4167229,0.05390296,0.001951192,0.08083072,0.003635825,0.001946506,0.001286719,0.0006923962,0.4390308],"genre_scores_gemma":[0.9338402,0.0003799328,0.0004565308,0.0006999212,0.00002229003,0.000002889267,0.00003726244,0.000008174145,0.06455282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5171173,"threshold_uncertainty_score":0.6310553,"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."}}