{"id":"W4416620781","doi":"10.5256/f1000research.29094.r70872","title":"Referee report. For: Multidrug-resistant Campylobacter jejuni, Campylobacter coli and Campylobacter lari isolated from asymptomatic school-going children in Kibera slum, Kenya [version 2; peer review: 1 approved, 1 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; Asymptomatic carrier","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"],"consensus_categories":[],"category_scores_codex":[0.003567888,0.0005589068,0.001211017,0.0001061637,0.0004145667,0.0001797306,0.0009364512,0.0004848515,0.0004331274],"category_scores_gemma":[0.005257097,0.0002725158,0.0002361839,0.001242597,0.0003878258,0.0005042718,0.0005354463,0.001044178,0.0000789543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000219816,"about_ca_system_score_gemma":0.0001360599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007693828,"about_ca_topic_score_gemma":0.005202355,"domain_scores_codex":[0.9932703,0.00111587,0.001384399,0.001462428,0.001576838,0.001190131],"domain_scores_gemma":[0.9944289,0.001331711,0.0005889701,0.0005010636,0.002475305,0.0006740295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003157794,0.0005962568,0.5301899,0.0007124839,0.0004332486,0.0001022998,0.0007587799,0.00001186252,0.2423127,0.00004276401,0.2177402,0.003941648],"study_design_scores_gemma":[0.001672206,0.001056217,0.8461512,0.001430925,0.00007937258,0.00003618816,0.0005220102,0.0005303728,0.0009066415,0.0001532344,0.1467739,0.0006878228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9253563,0.0007811869,0.00001999696,0.06892323,0.00004624191,0.002268785,0.001984308,0.0001004116,0.000519596],"genre_scores_gemma":[0.970304,0.0008741344,0.002239909,0.002884353,0.0004442232,0.0003416908,0.01555383,0.00003033434,0.007327509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3159612,"threshold_uncertainty_score":0.9999727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0514304821159487,"score_gpt":0.3120643600934638,"score_spread":0.2606338779775151,"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."}}