{"id":"W4411588541","doi":"10.1139/cjm-2024-0194","title":"Requirements and considerations for effective implementation of integrated One Health antimicrobial resistance research","year":2025,"lang":"en","type":"review","venue":"Canadian Journal of Microbiology","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Hôpital Maisonneuve-Rosemont; McGill University; Simon Fraser University; Public Health Agency of Canada; Health Sciences Centre; Environment and Climate Change Canada; Ministère de l’Environnement, de la Lutte contre les changements climatiques, de la Faune et des Parcs; Health Canada; University of Manitoba; Canadian Food Inspection Agency; Ministère des Ressources naturelles et des Forêts; University of Guelph; Agriculture and Agri-Food Canada","funders":"","keywords":"Resistance (ecology); Management science; Process management; Knowledge management; Data science; Computer science; Engineering ethics; Business; Engineering; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.1886908,0.00157249,0.00374589,0.004290774,0.002242391,0.01101019,0.005981296,0.01182524,0.008554884],"category_scores_gemma":[0.1542276,0.001708097,0.003601477,0.004502488,0.004098769,0.01726624,0.009180477,0.01419972,0.003850892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0120213,"about_ca_system_score_gemma":0.1099378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0177921,"about_ca_topic_score_gemma":0.02338039,"domain_scores_codex":[0.9130564,0.04672783,0.01235102,0.003226,0.01902235,0.005616308],"domain_scores_gemma":[0.7999662,0.1141582,0.01286025,0.007241182,0.05237822,0.01339602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003387975,0.0004012922,0.000787925,0.06774393,0.0003576789,0.0005333798,0.002558636,0.002114527,0.002071822,0.1797931,0.1010898,0.6422091],"study_design_scores_gemma":[0.0001414597,0.0003650035,0.001609699,0.05334161,0.0002224936,0.0003874157,0.001608012,0.0003655337,0.0005157462,0.03182937,0.909522,0.00009156418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001043052,0.610226,0.01448367,0.3384864,0.007370603,0.001759569,0.0003955515,0.0002978927,0.02593724],"genre_scores_gemma":[0.0294938,0.6762394,0.1703425,0.1077638,0.004365671,0.0051982,0.00118656,0.0001818197,0.005228202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1886908,"threshold_uncertainty_score":0.9979041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1316880926791031,"score_gpt":0.4675390262882156,"score_spread":0.3358509336091124,"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."}}