{"id":"W2206873298","doi":"10.1016/s1473-3099(15)00410-7","title":"Antimicrobial resistance: opportunity for Europe to establish global leadership","year":2015,"lang":"en","type":"letter","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antibiotic resistance; Resistance (ecology); Antimicrobial; Medicine; Microbiology; Biology; Antibiotics; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008999592,0.001649795,0.001111408,0.00142002,0.002459284,0.01150247,0.001833967,0.01143781,0.05363255],"category_scores_gemma":[0.01216037,0.0004424164,0.00140324,0.001066587,0.003071607,0.0117537,0.01067013,0.009708119,0.01958888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002922348,"about_ca_system_score_gemma":0.01191934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002451775,"about_ca_topic_score_gemma":0.001796489,"domain_scores_codex":[0.9947765,0.001561216,0.0002006244,0.000431649,0.0008507925,0.002179273],"domain_scores_gemma":[0.9900715,0.0009931757,0.0006010243,0.0007300234,0.002047915,0.005556345],"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":[0.0001318557,0.0001465728,0.001051498,0.0003732344,0.00005317741,0.000480134,0.0003193415,0.0002722605,0.0004973036,0.09838685,0.7529595,0.1453282],"study_design_scores_gemma":[0.00002675868,0.0000469261,0.0005896872,0.0004399303,0.000008011932,0.0001622631,0.000402597,0.0000732175,0.0001310158,0.01469111,0.983416,0.00001256488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003041661,0.06097656,0.003474934,0.8030854,0.03688556,0.00006326066,0.0006083112,0.0005215291,0.09134272],"genre_scores_gemma":[0.1325314,0.07519742,0.01842016,0.6148052,0.02164716,0.0002502024,0.002081295,0.0006933484,0.1343737],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05363255,"threshold_uncertainty_score":0.1794188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07146306942173697,"score_gpt":0.2840292778958667,"score_spread":0.2125662084741298,"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."}}