{"id":"W3134225678","doi":"10.3390/microorganisms9030503","title":"Comparison of Common Enrichment Broths Used in Diagnostic Laboratories for Shiga Toxin—Producing Escherichia coli","year":2021,"lang":"en","type":"article","venue":"Microorganisms","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"MacConkey agar; Escherichia coli; Microbiology; Tryptic soy broth; Shiga toxin; Agar; Serotype; Biology; Agar plate; Shiga-like toxin; Food science; 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":[0.00216019,0.0008995107,0.0008528319,0.002656779,0.0007157561,0.002029277,0.0009037335,0.0009028693,0.000615154],"category_scores_gemma":[0.005762063,0.0003525031,0.0006439853,0.002652534,0.0006497013,0.0009299757,0.001509508,0.0006192143,0.0003766907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007446702,"about_ca_system_score_gemma":0.001385153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006231749,"about_ca_topic_score_gemma":0.01437503,"domain_scores_codex":[0.9914375,0.001791749,0.001637297,0.001030148,0.003509021,0.000594335],"domain_scores_gemma":[0.9953889,0.001118237,0.001143148,0.0002055807,0.001766278,0.0003778422],"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":[0.005022629,0.001700653,0.1594709,0.002432334,0.0005596419,0.0006629269,0.001525109,0.001275801,0.7620808,0.0003453976,0.0008180908,0.06410577],"study_design_scores_gemma":[0.00009560918,0.01060844,0.2946028,0.0005720188,0.0008544297,0.002407453,0.0051117,0.00273678,0.6733994,0.0002127917,0.009220452,0.000178148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918206,0.002675575,0.002428464,0.0001710249,0.0001042814,0.000166842,0.00114303,0.00006521996,0.001425011],"genre_scores_gemma":[0.9726956,0.003850673,0.01811072,0.0002287486,0.000055023,0.0002206203,0.003871461,0.00004504323,0.0009220483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006231749,"threshold_uncertainty_score":0.01239097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03603560982189212,"score_gpt":0.3609156466775733,"score_spread":0.3248800368556811,"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."}}