{"id":"W2750664677","doi":"10.1093/ofid/ofx163.327","title":"Antibiotic Resistance Increases with Local Temperature","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Antibiotic resistance; Antibiotics; Population; Klebsiella pneumoniae; Microbiology; Staphylococcus aureus; Drug resistance; Biology; Medicine; Escherichia coli; Bacteria; Environmental health; Genetics; Gene","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":[0.0004330111,0.0003084674,0.0004192217,0.0006009283,0.0003034755,0.001030211,0.0002451639,0.0004245994,0.003953458],"category_scores_gemma":[0.002958257,0.0002276047,0.0008179776,0.001388913,0.0003771599,0.0007604561,0.000777089,0.0007649183,0.001030841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006257473,"about_ca_system_score_gemma":0.000405601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007292749,"about_ca_topic_score_gemma":0.007291097,"domain_scores_codex":[0.9991178,0.0002258673,0.0000664773,0.0002503495,0.0002197823,0.0001197246],"domain_scores_gemma":[0.9976326,0.0004535608,0.001078744,0.000184291,0.0005006312,0.0001500468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003650544,0.0001102659,0.9073304,0.0006187812,0.000484987,0.0004474729,0.0008432925,0.004694675,0.01949861,0.0007657257,0.008052788,0.05678786],"study_design_scores_gemma":[0.000006930015,0.0001403306,0.9831508,0.00008453388,0.0001290717,0.0004374182,0.0006476291,0.001556906,0.002366962,0.0006799572,0.01077112,0.00002843266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648662,0.005953603,0.006388466,0.002241173,0.0001821042,0.00007155561,0.00485912,0.0003680718,0.01506984],"genre_scores_gemma":[0.9925522,0.00227251,0.002019107,0.0004569211,0.00008047587,0.00004995169,0.001406899,0.00004328363,0.001118772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007292749,"threshold_uncertainty_score":0.01450062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005527336804857124,"score_gpt":0.2401275253999685,"score_spread":0.2346001885951113,"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."}}