{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00007167775,0.0002619015,0.0003780235,0.00004861001,0.002105336,0.0004354265,0.0008757113,0.00018089,0.0003479933],"category_scores_gemma":[0.0001094845,0.0001864111,0.00008806968,0.00006896118,0.0008970615,0.0004995851,0.0003756174,0.0002130078,0.000400728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004311761,"about_ca_system_score_gemma":0.0001754239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001193471,"about_ca_topic_score_gemma":0.005948734,"domain_scores_codex":[0.9987473,0.00008729597,0.0001831217,0.0004639548,0.00005393678,0.0004644245],"domain_scores_gemma":[0.9986176,0.00005553865,0.0001921905,0.0009695425,0.00009443978,0.00007064122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001565297,0.001349232,0.893314,0.0001692942,0.0007350015,0.000243973,0.00005253861,0.00001465892,0.005696678,0.01634013,0.07790097,0.002618216],"study_design_scores_gemma":[0.007724512,0.0008406325,0.8977152,0.001482737,0.0005046278,0.000243369,0.0009094314,0.000002066039,0.02554635,0.001742822,0.0619668,0.001321512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9104968,0.006101207,0.0001205587,0.001097147,0.000601663,0.000842444,0.0002778973,0.0002087242,0.08025359],"genre_scores_gemma":[0.9832539,0.0001462954,0.00002122392,0.0004619829,0.0000307164,0.000009958257,0.0000857766,0.00003212941,0.01595801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07275715,"threshold_uncertainty_score":0.9991938,"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."}}