{"id":"W3005460514","doi":"10.12688/f1000research.21299.2","title":"Multidrug-resistant Campylobacter jejuni, Campylobacter coli and Campylobacter lari isolated from asymptomatic school-going children in Kibera slum, Kenya","year":2020,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada; Vetenskapsrådet","keywords":"Campylobacter; Campylobacter jejuni; Microbiology; Campylobacter coli; Nalidixic acid; Tetracycline; Campylobacteriosis; Ciprofloxacin; Biology; Antibiotic resistance; Antibiotics; Bacteria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001557564,0.001364753,0.002116356,0.0002386063,0.0004472097,0.0008662428,0.002168319,0.001816088,0.002631899],"category_scores_gemma":[0.00106902,0.00072835,0.0005132505,0.001061957,0.0005174874,0.0003871697,0.003909848,0.003903409,0.0008485399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005185321,"about_ca_system_score_gemma":0.0002478584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0227665,"about_ca_topic_score_gemma":0.008923503,"domain_scores_codex":[0.9895157,0.002261693,0.001868862,0.002939211,0.001154939,0.002259648],"domain_scores_gemma":[0.9948265,0.002028631,0.0006079299,0.0007863892,0.0003400118,0.001410557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001180301,0.0005823927,0.8467712,0.00020462,0.0006388453,0.0003130529,0.0007862757,0.00003808331,0.1330321,0.00006429926,0.0082045,0.008184315],"study_design_scores_gemma":[0.001137129,0.0003771922,0.9868055,0.0005867567,0.0001060004,0.00002934057,0.0002232396,0.001718487,0.0003751653,0.002313128,0.004943981,0.001384061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850284,0.001438331,0.000007205247,0.006848183,0.0005404031,0.002581625,0.002085571,0.0003980154,0.001072256],"genre_scores_gemma":[0.9900447,0.001062622,0.000415054,0.002193511,0.001371413,0.0002877905,0.00389132,0.00004045462,0.0006931264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1400343,"threshold_uncertainty_score":0.9999294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03128912783268088,"score_gpt":0.271839312312131,"score_spread":0.2405501844794501,"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."}}