{"id":"W2030034737","doi":"10.1139/w05-021","title":"Population and virulence factor dynamics in fecal<i>Escherichia coli</i>from healthy adults consuming weight control diets","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins University","keywords":"Feces; Escherichia coli; Microbiology; Virulence; Biology; Population; Virulence factor; Enterobacteriaceae; Food science; Biochemistry; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001395973,0.000239646,0.0002668508,0.0004740838,0.0002496006,0.0003195181,0.00009844811,0.0002863186,0.0007358708],"category_scores_gemma":[0.000651059,0.0002086202,0.0001414583,0.0002582653,0.0001757489,0.0001862988,0.0001868233,0.0002180416,0.0002142229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480656,"about_ca_system_score_gemma":0.00007723208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003912125,"about_ca_topic_score_gemma":0.003673771,"domain_scores_codex":[0.9998592,0.00002147013,0.00001529105,0.00004794476,0.00002782064,0.00002834009],"domain_scores_gemma":[0.9997002,0.00003828813,0.00009302548,0.00002039192,0.00007951551,0.00006856849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001090546,0.0002352131,0.9556901,0.00003322879,0.00004783572,0.0003446774,0.0004359579,0.00006359568,0.03552429,0.00001272998,0.0001834843,0.006338289],"study_design_scores_gemma":[0.000007364488,0.0007448628,0.9975094,0.000003432476,0.0000166689,0.0003442037,0.0002210835,0.000103199,0.0009333566,0.000006802275,0.0001059036,0.000003739274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999781,0.00002876777,0.00003548154,0.000005218342,0.000001122996,0.000003380425,0.00006593864,0.000001482411,0.00007771589],"genre_scores_gemma":[0.9991112,0.00006399026,0.0001595132,0.00003113305,0.000006182751,0.00000685937,0.0003574114,0.000002084287,0.0002615022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003912125,"threshold_uncertainty_score":0.007778704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006207336673770951,"score_gpt":0.2327119008929641,"score_spread":0.2265045642191932,"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."}}