{"id":"W4386913138","doi":"10.1016/j.lana.2023.100596","title":"Lives lost and disease burden related to antimicrobial resistance in the Americas can no longer be ignored","year":2023,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Disease; Antimicrobial; Antibiotic resistance; Resistance (ecology); Medicine; Intensive care medicine; Biology; Microbiology; Antibiotics; Internal medicine; Ecology","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":[0.006430957,0.002024729,0.002993421,0.001399613,0.001555545,0.005876089,0.00241544,0.0109191,0.02281956],"category_scores_gemma":[0.02267449,0.0006994642,0.002472377,0.001523597,0.00669444,0.01023683,0.005468131,0.01559798,0.009148077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004631354,"about_ca_system_score_gemma":0.008554128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01943651,"about_ca_topic_score_gemma":0.01856582,"domain_scores_codex":[0.994676,0.001369221,0.0004495212,0.0006312961,0.001727886,0.001146043],"domain_scores_gemma":[0.9838077,0.004133617,0.002325588,0.00100636,0.003105131,0.00562159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006037323,0.0002045565,0.008264278,0.003000841,0.001019279,0.0007281645,0.0006104346,0.0005141416,0.001264293,0.0284316,0.8054188,0.1499398],"study_design_scores_gemma":[0.0003086143,0.0003555396,0.02480315,0.004989671,0.0005133675,0.0005370423,0.002375629,0.0002800259,0.000308098,0.06247257,0.9028714,0.0001848391],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002353721,0.1179607,0.0005942354,0.819914,0.04389681,0.00001190528,0.001182966,0.00018651,0.01389907],"genre_scores_gemma":[0.1000127,0.270442,0.001890791,0.4947686,0.1077705,0.0001013723,0.001506017,0.0002661581,0.02324188],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02281956,"threshold_uncertainty_score":0.07633901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03780690351740909,"score_gpt":0.3179835508404672,"score_spread":0.2801766473230581,"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."}}