{"id":"W4400463550","doi":"10.1002/vms3.1530","title":"Retrospective study on the occurrence of <i>Salmonella</i> serotypes in veterinary specimens of Atlantic Canada (2012–2021)","year":2024,"lang":"en","type":"article","venue":"Veterinary Medicine and Science","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Salmonella; Serotype; Salmonella enterica; Biology; Veterinary medicine; Ampicillin; Florfenicol; Microbiology; Antimicrobial; Antibiotics; Medicine; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003587178,0.0004360749,0.0003515589,0.002030157,0.001636627,0.0009124198,0.0007319357,0.0003289924,0.001583729],"category_scores_gemma":[0.001084721,0.000385493,0.0003159115,0.002914637,0.0006378696,0.0002592994,0.0007888539,0.0003673046,0.0003059352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00696622,"about_ca_system_score_gemma":0.009667002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9153169,"about_ca_topic_score_gemma":0.9453585,"domain_scores_codex":[0.9992052,0.00002954627,0.00007040933,0.0001564952,0.0003147602,0.0002236731],"domain_scores_gemma":[0.9980668,0.00007071441,0.0005380632,0.00008217721,0.0008124182,0.0004298676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003793155,0.000009368164,0.9967374,0.0000394434,0.00002151387,0.0003479219,0.0002920686,0.00001640591,0.0006034699,0.00001179908,0.0002508226,0.001631837],"study_design_scores_gemma":[0.000001262097,0.0000347169,0.9972085,0.00002263428,0.00001628808,0.0005779465,0.0008823195,0.00003453258,0.0001354408,0.000003304639,0.001078704,0.000004325599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940059,0.000578834,0.0001119602,0.00004356161,0.000009751504,0.00005645339,0.003980021,0.000008101654,0.001205391],"genre_scores_gemma":[0.9952068,0.0007337424,0.0002058446,0.0001079358,0.000007610974,0.00002077351,0.003143352,0.000004882264,0.00056916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08468312,"threshold_uncertainty_score":0.1703636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06973608978310028,"score_gpt":0.2946533527498496,"score_spread":0.2249172629667493,"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."}}