{"id":"W2063833583","doi":"10.1089/fpd.2012.1161","title":"Development and Validation of a PulseNet Standardized Protocol for Subtyping Isolates of <i>Cronobacter</i> Species","year":2012,"lang":"en","type":"article","venue":"Foodborne Pathogens and Disease","topic":"Enterobacteriaceae and Cronobacter Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Centers for Disease Control and Prevention; World Health Organization","keywords":"Subtyping; Cronobacter; Cronobacter sakazakii; Pulsed-field gel electrophoresis; Enterobacter; Microbiology; Biology; Necrotizing enterocolitis; Infant formula; Medicine; Food science; Genetics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008133256,0.001308851,0.001208134,0.001704347,0.0008045534,0.001225322,0.001605923,0.001351839,0.0006799861],"category_scores_gemma":[0.01302478,0.0008092272,0.0009277964,0.001388587,0.001233777,0.0008630105,0.001212654,0.001276208,0.001067691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005815765,"about_ca_system_score_gemma":0.002145784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001406426,"about_ca_topic_score_gemma":0.002141662,"domain_scores_codex":[0.9875703,0.004864835,0.002363772,0.00154197,0.003098236,0.0005609535],"domain_scores_gemma":[0.9897345,0.002270357,0.001236355,0.002068748,0.004385429,0.0003046271],"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":[0.0002402279,0.0002980697,0.002428817,0.0002698679,0.00002815208,0.0001006411,0.0003490724,0.0005323467,0.9836922,0.0002773023,0.0002329815,0.01155024],"study_design_scores_gemma":[0.00006578495,0.002588197,0.01265964,0.0001972603,0.0001628308,0.0005764354,0.0003081269,0.003671894,0.9726264,0.0001984466,0.006874071,0.00007103003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4163203,0.0009931972,0.5615567,0.0002936714,0.0004439955,0.01421366,0.002161291,0.0009177482,0.003099478],"genre_scores_gemma":[0.185602,0.001484711,0.7878615,0.0002521238,0.000112786,0.01418129,0.0080336,0.0002730866,0.002198866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008133256,"threshold_uncertainty_score":0.04301333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02858110421892515,"score_gpt":0.2969058987755896,"score_spread":0.2683247945566645,"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."}}