{"id":"W2158045024","doi":"10.1128/jcm.00669-11","title":"Development and Validation of a Comparative Genomic Fingerprinting Method for High-Resolution Genotyping of Campylobacter jejuni","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Lethbridge","funders":"Health Canada; Government of Canada; Public Health Agency of Canada","keywords":"Multilocus sequence typing; Campylobacter jejuni; Subtyping; Biology; Campylobacter; Genotyping; Typing; High Resolution Melt; Campylobacteriosis; Context (archaeology); Genetics; Campylobacter coli; Computational biology; Microbiology; Genotype; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004336813,0.0008683759,0.0005623113,0.001868433,0.0006210178,0.000810675,0.001010542,0.001247728,0.0003999101],"category_scores_gemma":[0.005557343,0.0003722328,0.0005636071,0.001020431,0.0008426431,0.0003069022,0.0007497894,0.000652217,0.0003814117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172514,"about_ca_system_score_gemma":0.002716278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02877424,"about_ca_topic_score_gemma":0.02262443,"domain_scores_codex":[0.9938665,0.001401338,0.000321488,0.001303407,0.002712618,0.0003945873],"domain_scores_gemma":[0.9980819,0.0005689624,0.000193104,0.0002342958,0.0007763952,0.0001453511],"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":[0.0001673996,0.0001945816,0.0153293,0.0001352714,0.0000428024,0.0001375011,0.0002321138,0.001298766,0.9292673,0.0002501018,0.0001636536,0.05278134],"study_design_scores_gemma":[0.00011037,0.002524611,0.1246423,0.0001452539,0.0001928213,0.001717995,0.0003552339,0.01687165,0.8397921,0.0002830738,0.0132312,0.0001334576],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8808493,0.00196416,0.1112503,0.0002869412,0.00007868759,0.001198194,0.001394605,0.0004067751,0.002571018],"genre_scores_gemma":[0.6756207,0.0009846129,0.3178553,0.0002168918,0.00002786791,0.0004439429,0.003041219,0.00008125079,0.00172821],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02877424,"threshold_uncertainty_score":0.05721349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1829174700588286,"score_gpt":0.3688993322907834,"score_spread":0.1859818622319548,"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."}}