{"id":"W24100737","doi":"10.4315/0362-028x-68.8.1556","title":"Prevalence, Risk Factors, O Serogroups, and Virulence Profiles of Shiga Toxin–Producing Bacteria from Cattle Production Environments","year":2005,"lang":"en","type":"article","venue":"Journal of Food Protection","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture Food and Rural Development","funders":"U.S. Food and Drug Administration","keywords":"Virulence; Microbiology; Toxin; Bacteria; Biology; Shiga toxin; Virulence factor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003800122,0.0001122282,0.0001457313,0.00005346916,0.00009126838,0.00001551462,0.0000933683,0.00008113511,0.000008738557],"category_scores_gemma":[0.0003575248,0.00009285814,0.00005198452,0.00006295583,0.00007593492,0.00003399561,0.0000706973,0.0001944934,6.2235e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003308461,"about_ca_system_score_gemma":0.00003208814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003377657,"about_ca_topic_score_gemma":0.00002503668,"domain_scores_codex":[0.999012,0.0001323854,0.0002886776,0.0002222796,0.0002163673,0.0001282673],"domain_scores_gemma":[0.999254,0.000008961221,0.0004423168,0.0001647746,0.00008006212,0.00004985552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001768421,0.00008747122,0.02174741,0.00005279137,0.0001259715,1.185952e-7,0.0002513361,0.0001027873,0.9710506,3.755227e-7,0.00004200224,0.006362343],"study_design_scores_gemma":[0.0002085263,0.00108253,0.2118526,0.00005367234,0.00003316039,0.000008075748,0.0000948186,0.00001353255,0.7856776,0.00002503134,0.0008764979,0.00007390147],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967448,0.002001405,0.0006505568,0.0001021256,0.0001436716,0.0003239661,0.00002347271,0.000003139151,0.000006864937],"genre_scores_gemma":[0.9948767,0.002445669,0.002025487,0.000004259645,0.0005444722,0.00001646231,0.000003693372,0.00001102399,0.00007223205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1901052,"threshold_uncertainty_score":0.3786645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543738002800802,"score_gpt":0.2414098157786086,"score_spread":0.2259724357506006,"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."}}