{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002762182,0.0004169806,0.0002196813,0.001369736,0.0003809484,0.0004472283,0.0002791851,0.0002825912,0.0007557397],"category_scores_gemma":[0.0005565099,0.0004042751,0.0002020075,0.0008786542,0.0003687205,0.0001930714,0.0005702507,0.0002560763,0.0001386191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001454278,"about_ca_system_score_gemma":0.0008199559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.127763,"about_ca_topic_score_gemma":0.251171,"domain_scores_codex":[0.9997317,0.00003607518,0.00002443754,0.00007556394,0.00005698374,0.00007519416],"domain_scores_gemma":[0.9994072,0.00004557893,0.0002427977,0.00002943532,0.0001614293,0.0001135431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005912736,0.00002382406,0.9883612,0.00004761445,0.00002424375,0.0002632815,0.0007878034,0.00006370697,0.00853564,0.00001118932,0.0000959384,0.001726497],"study_design_scores_gemma":[0.000001419594,0.00003615075,0.9989325,0.000008430313,0.000005861697,0.0001156439,0.0006029567,0.00003810656,0.0001036881,0.000001774376,0.0001519171,0.000001521043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999211,0.0000693893,0.00006839768,0.00001595277,0.000002113302,0.00001583045,0.00029069,0.000004795314,0.0003217197],"genre_scores_gemma":[0.9984607,0.0001467727,0.0002184816,0.0000381081,0.000001987606,0.00002008259,0.0006928452,0.000003091159,0.0004179543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.127763,"threshold_uncertainty_score":0.2540388,"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."}}