{"id":"W2110607639","doi":"10.1017/s095026880400264x","title":"A European longitudinal study in <i>Salmonella</i> seronegative- and seropositive-classified finishing pig herds","year":2004,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Atlantic Veterinary College","keywords":"Herd; Salmonella; Veterinary medicine; Epidemiology; Serology; Animal science; Medicine; Biology; Immunology; Antibody; Internal medicine; Bacteria","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":[0.002752195,0.000215532,0.0004699968,0.00003218749,0.0002761622,0.00001926709,0.00007393305,0.0001662867,0.00002916107],"category_scores_gemma":[0.0006297858,0.000102191,0.0000517283,0.0002209988,0.0002014569,0.0002020042,0.000108368,0.0003588666,0.00002153112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004270861,"about_ca_system_score_gemma":0.000005635967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003334551,"about_ca_topic_score_gemma":0.004204658,"domain_scores_codex":[0.9965684,0.00193496,0.0004758493,0.0005815229,0.00004773353,0.000391486],"domain_scores_gemma":[0.9984656,0.001156258,0.0001694671,0.00006060758,0.0000295243,0.0001185304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006907208,0.0001490413,0.985332,0.000004720775,0.00002024147,0.00001875787,0.000223854,0.0000385628,0.002845144,0.0005424643,0.00003756916,0.0107186],"study_design_scores_gemma":[0.0005571781,0.001011,0.9922242,0.00002590196,0.00001785969,0.0000791118,0.0002438088,0.00003194079,0.00005937833,0.005238782,0.0003242785,0.0001866087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956031,0.0003283876,0.00009578684,0.001836993,0.0001686977,0.0002704172,0.000003742104,0.00007246295,0.001620378],"genre_scores_gemma":[0.9986421,0.0003794049,0.00007902216,0.0006255722,0.0001974219,0.00001826159,0.00001932137,0.000002111527,0.00003675527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01053199,"threshold_uncertainty_score":0.5040866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07575761302737204,"score_gpt":0.2989739872109121,"score_spread":0.2232163741835401,"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."}}