{"id":"W3104901023","doi":"10.2807/1560-7917.es.2020.25.45.1900414","title":"Rates of increase of antibiotic resistance and ambient temperature in Europe: a cross-national analysis of 28 countries between 2000 and 2016","year":2020,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of General Medical Sciences; Canadian Institutes of Health Research","keywords":"Antibiotic resistance; Antibiotics; Medicine; Microbiology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002230545,0.0003576889,0.0006465646,0.001368049,0.0002142245,0.0009816716,0.0003999397,0.0004206392,0.0008832571],"category_scores_gemma":[0.003145908,0.0003224694,0.001540873,0.002281162,0.0003749699,0.000606612,0.001245254,0.0004208297,0.0001920126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004813371,"about_ca_system_score_gemma":0.000434668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01225396,"about_ca_topic_score_gemma":0.00886085,"domain_scores_codex":[0.9988287,0.0003071033,0.0002415899,0.0003481344,0.0001324414,0.0001420245],"domain_scores_gemma":[0.9973152,0.0005923773,0.001334073,0.0002639135,0.0003031426,0.0001912734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008150432,0.000009233866,0.9976773,0.00004717796,0.0002702709,0.00006270148,0.00009927938,0.0002519941,0.00008342019,0.00002500878,0.0001322319,0.001259949],"study_design_scores_gemma":[0.00000295013,0.00002697698,0.9989653,0.00002241296,0.00007474229,0.0001379652,0.0002122641,0.0001762104,0.00005156443,0.00001141075,0.0003146045,0.000003749741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963846,0.0008085876,0.0002187611,0.00002779154,0.000006077079,0.000005803681,0.002329376,0.000007081657,0.0002119553],"genre_scores_gemma":[0.9961933,0.0004705356,0.000261195,0.00003010815,0.000005865598,0.00001259757,0.002927783,0.000006196341,0.00009255498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01225396,"threshold_uncertainty_score":0.02436525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169236906417773,"score_gpt":0.2577849316268356,"score_spread":0.2460925625626579,"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."}}