{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008761711,0.0002558035,0.0006889817,0.000274786,0.000180114,0.000006553298,0.0002619798,0.0001863959,0.001126585],"category_scores_gemma":[0.000219499,0.0002636056,0.0001418858,0.0004344085,0.0002748496,0.000069455,0.0001723449,0.001167455,0.0001414858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005494026,"about_ca_system_score_gemma":0.0001406728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003586957,"about_ca_topic_score_gemma":0.00028035,"domain_scores_codex":[0.9967855,0.0007886158,0.0006687391,0.0006237993,0.00008022549,0.001053115],"domain_scores_gemma":[0.9992343,0.0001242688,0.0001484734,0.0003091547,0.0000220207,0.0001617923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002810899,0.0001819072,0.09234252,0.0000152788,0.0000601273,0.0001208724,0.00003094262,0.0001684411,0.8715736,0.00003966876,0.03208685,0.0005688654],"study_design_scores_gemma":[0.08442263,0.02897907,0.1763662,0.0003394236,0.0003175875,0.006263937,0.001689306,0.01471922,0.2358099,0.001325608,0.4463927,0.003374419],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879941,0.0020714,0.0004955773,0.007609197,0.0005445939,0.0004689801,0.0001841278,0.00008087052,0.0005511217],"genre_scores_gemma":[0.9944974,0.0001365983,0.0004639688,0.003144515,0.0001368187,0.00008937474,0.000973645,0.00003330783,0.00052433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6357637,"threshold_uncertainty_score":0.9999816,"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."}}