{"id":"W4414598844","doi":"10.1101/2025.09.10.25335271","title":"Association Between Minimum Temperature and Carbapenem-Resistant <i>Enterobacteriaceae</i> Infections in South Korea, 2018–2021: A Retrospective Time-Series Analysis","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Incidence (geometry); Confidence interval; Public health; Meropenem; Retrospective cohort study; Epidemiology; Association (psychology)","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":[0.0006341581,0.0002209838,0.0002433106,0.0005114817,0.0001540618,0.0004287891,0.0002605183,0.0001996905,0.001059179],"category_scores_gemma":[0.00128113,0.0001951316,0.0005972352,0.0009121803,0.0001521924,0.0003095153,0.0004064315,0.0003342327,0.0002462479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002679509,"about_ca_system_score_gemma":0.0002869241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006240786,"about_ca_topic_score_gemma":0.005331108,"domain_scores_codex":[0.9996722,0.00006772161,0.00005379358,0.0001203312,0.00004100377,0.00004505178],"domain_scores_gemma":[0.9991009,0.0001359145,0.0004056609,0.0001388974,0.0001194963,0.00009922819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001421512,0.00001557184,0.9971765,0.00002529358,0.0001644789,0.00004407406,0.00004434169,0.0001910288,0.0002850711,0.00001897327,0.0004525471,0.001439892],"study_design_scores_gemma":[0.000007251622,0.00005370491,0.9980664,0.00001141931,0.0001163521,0.0001301792,0.0001557904,0.0006658494,0.000145265,0.00002225967,0.0006204383,0.000005086422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994125,0.0002146268,0.0003078576,0.00005256034,0.000009543302,0.000009401952,0.005070597,0.000009239009,0.0002010579],"genre_scores_gemma":[0.994036,0.0001123858,0.000278006,0.00002733961,0.00001039707,0.00002011257,0.005309706,0.000006272172,0.000199784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006240786,"threshold_uncertainty_score":0.01240891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004911515963807418,"score_gpt":0.2286657627583218,"score_spread":0.2237542467945144,"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."}}