{"id":"W4230461787","doi":"10.12688/f1000research.21299.1","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; Biology; Genetics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001871757,0.0005248341,0.0003990609,0.0007678808,0.001065626,0.0004446859,0.0003212001,0.0005147537,0.00117379],"category_scores_gemma":[0.0007344833,0.00047303,0.0001962753,0.0007563701,0.0006321986,0.0003417887,0.000375053,0.000328105,0.0001889756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005605932,"about_ca_system_score_gemma":0.0009084117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03048497,"about_ca_topic_score_gemma":0.05525319,"domain_scores_codex":[0.9996599,0.00004213526,0.00006278721,0.00008348296,0.00008914762,0.00006258491],"domain_scores_gemma":[0.9996031,0.00008600564,0.0001121434,0.00001356751,0.0001048344,0.00008030274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003668528,0.0003274528,0.9260689,0.0005138062,0.00003093611,0.007399498,0.005515365,0.0001118342,0.05242247,0.00005781555,0.0004394415,0.006745555],"study_design_scores_gemma":[0.0000235873,0.0007375243,0.9784855,0.00008730118,0.00004882533,0.005273355,0.009649032,0.0001036283,0.004016509,0.00001505718,0.001542984,0.00001664452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991191,0.0001305826,0.00005096288,0.00002759802,0.000006753375,0.00005486836,0.000274702,0.000002190358,0.0003332763],"genre_scores_gemma":[0.9978138,0.0003667862,0.00057327,0.00006900891,0.000009555037,0.00004767197,0.0004934589,0.000003462209,0.0006229301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03048497,"threshold_uncertainty_score":0.06061506,"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."}}