{"id":"W4291972646","doi":"10.1128/spectrum.00615-22","title":"Dehydration Tolerance in Epidemic versus Nonepidemic MRSA Demonstrated by Isothermal Microcalorimetry","year":2022,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Infection and Immunity; Institut National de la Santé et de la Recherche Médicale; Université Claude Bernard Lyon 1; Centre National de la Recherche Scientifique; École Normale Supérieure de Lyon; Universiteit Utrecht; Medical Research Council; London School of Hygiene and Tropical Medicine; Université de Lyon; Hospices Civils de Lyon; ZonMw; UK Research and Innovation; Joint Programming Initiative on Antimicrobial Resistance","keywords":"Dehydration; Isothermal microcalorimetry; Exponential growth; Biology; Microbiology; Isothermal process; Chemistry; Thermodynamics; Mathematics; Physics; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007941119,0.0002998152,0.0003803899,0.0006143112,0.0001930344,0.0004129561,0.0002476793,0.0002727118,0.0002617572],"category_scores_gemma":[0.002007317,0.0001711443,0.0002015123,0.0004559717,0.0002741615,0.0002240856,0.0003504871,0.0002984073,0.0001113142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001028633,"about_ca_system_score_gemma":0.0001331765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008724673,"about_ca_topic_score_gemma":0.00124562,"domain_scores_codex":[0.9992855,0.0002096056,0.00007924917,0.0001516169,0.0002186763,0.00005529936],"domain_scores_gemma":[0.9991663,0.0002574786,0.0002661923,0.00006945008,0.0001933912,0.00004719213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002740933,0.00009440855,0.03826766,0.0001287777,0.00003270482,0.00007973154,0.000549683,0.000456879,0.95163,0.00007444168,0.00005540505,0.008356281],"study_design_scores_gemma":[0.00001016912,0.002233085,0.3209153,0.00004762637,0.0001802849,0.0007662698,0.000868473,0.007077021,0.6661371,0.0002386294,0.001461313,0.00006471493],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910256,0.0007976685,0.00726873,0.00002722418,0.00001591502,0.00005532704,0.0002212168,0.00004603658,0.0005422024],"genre_scores_gemma":[0.991189,0.0004962755,0.007734836,0.00003506559,0.00001046196,0.00006699265,0.0002332899,0.00001332406,0.0002205934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008724673,"threshold_uncertainty_score":0.004199743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522227291058682,"score_gpt":0.2818475345228703,"score_spread":0.2666252616122834,"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."}}