{"id":"W4383647706","doi":"10.1039/d3cb00014a","title":"Screening under infection-relevant conditions reveals chemical sensitivity in multidrug resistant invasive non-typhoidal <i>Salmonella</i> (iNTS)","year":2023,"lang":"en","type":"article","venue":"RSC Chemical Biology","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; McMaster University","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Salmonella; Antimicrobial; Multiple drug resistance; Microbiology; Biology; Antibiotic resistance; Antibiotics; Drug resistance; Efflux; Bacteria; Biochemistry; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007912515,0.0003318864,0.000640776,0.00005718346,0.0001443201,0.00002202948,0.0002228508,0.000614386,0.0002027702],"category_scores_gemma":[0.000941906,0.0001696001,0.0002104246,0.001026134,0.0003704309,0.0000799541,0.0002988013,0.0005325848,0.0003473294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000594,"about_ca_system_score_gemma":0.00002498292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001471441,"about_ca_topic_score_gemma":0.0008778496,"domain_scores_codex":[0.9971681,0.0003528047,0.000632311,0.0008492101,0.0001321758,0.0008653595],"domain_scores_gemma":[0.9964505,0.002898464,0.0001750291,0.0001518671,0.00009532075,0.0002287835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009037354,0.00008504132,0.08075979,0.00000928652,0.00002730783,0.00004281768,0.00003102353,0.00001966988,0.9157975,0.0002227418,0.001782003,0.001132473],"study_design_scores_gemma":[0.0008799124,0.000168927,0.5876389,0.0001065736,0.00003539983,0.0001179961,0.0002267511,0.0005510827,0.3972029,0.01010357,0.002138466,0.0008295772],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964839,0.00003980023,0.0000179466,0.002168194,0.0002015313,0.000284997,0.0001793434,0.0002236306,0.0004006258],"genre_scores_gemma":[0.9968421,0.0001407197,0.0001169039,0.001092038,0.0003883857,0.00005806209,0.001263739,0.000004788847,0.00009321417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5185946,"threshold_uncertainty_score":0.691609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0310031471080111,"score_gpt":0.2729799662056527,"score_spread":0.2419768190976416,"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."}}