{"id":"W4220987355","doi":"10.3390/microorganisms10030570","title":"Molecular Characterization of Salmonella Detected along the Broiler Production Chain in Trinidad and Tobago","year":2022,"lang":"en","type":"article","venue":"Microorganisms","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Salmonella; Serotype; In silico; Biology; Virulence; Multiple drug resistance; Broiler; Antibiotic resistance; Microbiology; Typing; Pathogenicity island; Veterinary medicine; Gene; Drug resistance; Genetics; Antibiotics; Bacteria; Food science; Medicine","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":[0.0004013669,0.00009038284,0.0001471089,0.00001122719,0.0001293202,0.00001024458,0.0001505071,0.00004462287,0.000212054],"category_scores_gemma":[0.00005907926,0.00003790762,0.00003119416,0.0003057673,0.00004957216,0.00004038577,0.0001166132,0.000109032,0.000002018015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002990934,"about_ca_system_score_gemma":0.000006618187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004768352,"about_ca_topic_score_gemma":0.0003224279,"domain_scores_codex":[0.9989787,0.0002954378,0.0002337854,0.0002407224,0.00008954019,0.0001618596],"domain_scores_gemma":[0.9997115,0.00006077719,0.0001126942,0.00006344102,0.00002263689,0.00002902411],"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":[0.0000253376,0.00003779617,0.02637779,0.000002514793,0.000004722818,0.000002383654,0.0002073886,0.000004346066,0.9638368,0.00004110955,0.0000171364,0.009442687],"study_design_scores_gemma":[0.00008769088,0.0001153073,0.6506042,0.00000327539,0.000005590504,0.00003399037,0.0003765548,0.00001313351,0.3474914,0.0001112929,0.001075668,0.00008190799],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976266,0.0002143077,0.000004882444,0.001724978,0.0001268782,0.0002389836,0.00001673508,0.00002170874,0.00002490451],"genre_scores_gemma":[0.9994236,0.00005318909,0.00001165212,0.000310561,0.00005117937,0.00002528142,0.00006777732,0.000001510086,0.00005522793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6242264,"threshold_uncertainty_score":0.2321842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009730608365650708,"score_gpt":0.1901302284271008,"score_spread":0.1803996200614501,"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."}}