{"id":"W2148662105","doi":"10.1590/s0074-02762006000300010","title":"Antimicrobial susceptibility, phage types, and pulsetypes of Salmonella Typhimurium, in São Paulo, Brazil","year":2006,"lang":"en","type":"article","venue":"Memórias do Instituto Oswaldo Cruz","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Canada","keywords":"Pulsed-field gel electrophoresis; Microbiology; Phage typing; Salmonella; Typing; Biology; Multiple drug resistance; Antimicrobial; Antibiotic resistance; Virology; Bacteria; Drug resistance; Antibiotics; Genetics; Genotype; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.0005515273,0.0002675536,0.0005335282,0.00004701106,0.0001090601,0.00004398535,0.0003082007,0.0002677302,0.0004342873],"category_scores_gemma":[0.0001072174,0.0001287717,0.0001124396,0.0004285011,0.0002576239,0.0001572333,0.0001644049,0.0002018868,0.00005602497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003815627,"about_ca_system_score_gemma":0.00002289608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002930147,"about_ca_topic_score_gemma":0.01550065,"domain_scores_codex":[0.9980232,0.0001892439,0.000610093,0.0005628392,0.0001608622,0.0004537579],"domain_scores_gemma":[0.999289,0.000234697,0.000171295,0.0001487695,0.00006740249,0.00008885132],"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":[0.0002410571,0.0004141451,0.443638,0.00006782485,0.00002823441,0.00007719746,0.000183543,0.00008450083,0.50579,0.001703016,0.004312444,0.04346],"study_design_scores_gemma":[0.0007375435,0.000220001,0.9594508,0.0000646178,0.00003229844,0.00006161677,0.0001275769,0.0000288087,0.01474597,0.003205373,0.02087205,0.0004533465],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942849,0.0009632477,0.000005770978,0.0005096964,0.0003146631,0.000289655,0.00007262047,0.00005994984,0.003499553],"genre_scores_gemma":[0.9986801,0.0001651064,0.000145244,0.0002694491,0.0003381125,0.000008516764,0.0000875551,0.000002990547,0.0003028975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5158128,"threshold_uncertainty_score":0.8649728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172000457130748,"score_gpt":0.2299455905732649,"score_spread":0.2182255860019574,"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."}}