{"id":"W4394757960","doi":"10.1186/s40249-024-01198-0","title":"Towards an actionable One Health approach","year":2024,"lang":"en","type":"article","venue":"Infectious Diseases of Poverty","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"World Health Organization; Bill and Melinda Gates Foundation","keywords":"Multidisciplinary approach; Context (archaeology); Public relations; Action (physics); Psychological intervention; Capacity building; Commission; Public health; Global health; Legislature; Medicine; Political science; Engineering ethics; Engineering; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.112898,0.001844945,0.001728496,0.003537283,0.01076789,0.02068119,0.006745827,0.02405562,0.01176006],"category_scores_gemma":[0.05952741,0.00104434,0.001916858,0.001491553,0.07913113,0.02037211,0.03646769,0.03242981,0.00303637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01634559,"about_ca_system_score_gemma":0.07089129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003241867,"about_ca_topic_score_gemma":0.002698462,"domain_scores_codex":[0.8929414,0.07795322,0.002579642,0.007713681,0.01301663,0.005795333],"domain_scores_gemma":[0.9228,0.04696972,0.003511614,0.006866842,0.008860315,0.0109915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000317132,0.0001487743,0.0004509606,0.000916418,0.00004850253,0.0002354152,0.01101268,0.0007902059,0.0002760168,0.9334,0.02820314,0.02448607],"study_design_scores_gemma":[0.00003314736,0.00007905486,0.0001842498,0.001320436,0.00002423437,0.0001378136,0.007219507,0.0004207424,0.0002758254,0.785817,0.2044536,0.00003440075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002499853,0.007495986,0.1120586,0.7486182,0.00595545,0.0006585531,0.0001213101,0.000264584,0.1223275],"genre_scores_gemma":[0.3643762,0.01390276,0.2199944,0.3540483,0.005040203,0.003614702,0.0004173003,0.0004030252,0.03820324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.112898,"threshold_uncertainty_score":0.5970688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235360579322931,"score_gpt":0.3185427011136674,"score_spread":0.2961890953204381,"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."}}