{"id":"W4416603886","doi":"10.5256/f1000research.23456.r65988","title":"Referee report. For: Multidrug-resistant Campylobacter jejuni, Campylobacter coli and Campylobacter lari isolated from asymptomatic school-going children in Kibera slum, Kenya [version 1; peer review: 2 approved with reservations]","year":2020,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Grand Challenges Canada; Vetenskapsrådet","keywords":"Campylobacter; Asymptomatic; Campylobacter coli; Carriage","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":[],"consensus_categories":[],"category_scores_codex":[0.003363652,0.0004986342,0.001108972,0.00009768924,0.0003892084,0.0001585306,0.0008417972,0.0004337296,0.0005043819],"category_scores_gemma":[0.004969718,0.0002398811,0.0002122596,0.001170452,0.0003474224,0.0004617757,0.0004753986,0.0009410622,0.00008048025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002040385,"about_ca_system_score_gemma":0.0001237213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0061411,"about_ca_topic_score_gemma":0.004989677,"domain_scores_codex":[0.9937693,0.001063038,0.001280613,0.001304511,0.001490177,0.001092402],"domain_scores_gemma":[0.9945813,0.001465238,0.0005224493,0.0004417195,0.002362395,0.0006268408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002474084,0.0004572262,0.589111,0.0005404679,0.0003532882,0.0001028487,0.0006434731,0.000009200631,0.1993775,0.00004093838,0.2041072,0.002782838],"study_design_scores_gemma":[0.001364591,0.0009320041,0.8558488,0.001352234,0.00007374828,0.00003085894,0.0003884047,0.0003616293,0.0008000967,0.0001397641,0.1381409,0.0005669271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.922261,0.000766963,0.00001254676,0.072656,0.00004201578,0.001892614,0.001806062,0.0000886558,0.0004741205],"genre_scores_gemma":[0.9757773,0.0008379646,0.00152544,0.002492959,0.0003732148,0.0002274373,0.01272646,0.00002281509,0.006016392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2667379,"threshold_uncertainty_score":0.9782068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05143328223374023,"score_gpt":0.3157781654694396,"score_spread":0.2643448832356994,"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."}}