{"id":"W3081381033","doi":"10.1016/s1473-3099(20)30392-3","title":"Evidence for action: a One Health learning platform on interventions to tackle antimicrobial resistance","year":2020,"lang":"en","type":"review","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Waterloo; University of Guelph","funders":"Consortium of International Agricultural Research Centers; European Commission; Canadian Institutes of Health Research; Joint Programming Initiative on Antimicrobial Resistance; Wellcome Trust; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Vetenskapsrådet; National Science Foundation","keywords":"Psychological intervention; Antibiotic resistance; Action (physics); Antimicrobial; Resistance (ecology); Medicine; Microbiology; Biology; Nursing; Antibiotics; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002913828,0.0003952201,0.001710331,0.0001177964,0.0008837822,0.00006800231,0.0004835336,0.0002100433,0.0001143933],"category_scores_gemma":[0.000667707,0.0002785937,0.0008588854,0.0003595458,0.0001411311,0.00007982985,0.0001278696,0.000709634,0.0007959196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000249348,"about_ca_system_score_gemma":0.0003831765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003220331,"about_ca_topic_score_gemma":0.000244205,"domain_scores_codex":[0.99786,0.0003968994,0.0005815418,0.0005562952,0.00006007441,0.0005452063],"domain_scores_gemma":[0.9978736,0.0009265092,0.0005609725,0.00049795,0.00006551734,0.00007542838],"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":[0.001041139,0.0006330373,0.0000635972,0.09630815,0.001612283,0.000009276713,0.0003032464,0.00002358833,0.00002718407,0.003672065,0.23769,0.6586164],"study_design_scores_gemma":[0.0004471507,0.0004939646,0.00006131391,0.06067562,0.0007078254,0.00001692469,0.00002667662,1.348849e-7,0.00001103071,0.0000711618,0.9371924,0.0002958294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003608268,0.9929082,0.0009694783,0.002153341,0.0009672029,0.001826683,0.0005054203,0.0003373026,0.0002962564],"genre_scores_gemma":[0.001982813,0.9920415,0.00003139094,0.001145903,0.0007290568,0.000201674,0.0002764504,0.00005868474,0.003532565],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6995023,"threshold_uncertainty_score":0.9999821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2225043304342225,"score_gpt":0.4156116373549192,"score_spread":0.1931073069206967,"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."}}