{"id":"W2986543078","doi":"10.7554/elife.15651.014","title":"Author response: Reproducible diagnostic metabolites in plasma from typhoid fever patients in Asia and Africa","year":2017,"lang":"en","type":"peer-review","venue":"","topic":"Vitamin C and Antioxidants Research","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Typhoid fever; Salmonella typhi; Blood culture; Medicine; Malaria; Internal medicine; Immunology; Virology; Biology; Microbiology; Antibiotics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006870754,0.0005641483,0.0006486996,0.0006948668,0.0009524268,0.001800941,0.0007940094,0.004152137,0.05783078],"category_scores_gemma":[0.05666951,0.0002054362,0.0005672781,0.0005287263,0.0009159117,0.001125433,0.00163511,0.002494168,0.0237176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101384,"about_ca_system_score_gemma":0.003061906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009563258,"about_ca_topic_score_gemma":0.001820295,"domain_scores_codex":[0.9953811,0.00172501,0.0003899743,0.0005520044,0.00154861,0.000403286],"domain_scores_gemma":[0.9616859,0.01170408,0.002324388,0.00138614,0.02098367,0.0019158],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007167254,0.00007220546,0.004739267,0.00129283,0.00008929545,0.000935293,0.0003679577,0.00009391197,0.002588726,0.000551739,0.9383411,0.05021103],"study_design_scores_gemma":[0.0003659503,0.0007859953,0.01643369,0.001223036,0.0001219154,0.002076242,0.002617924,0.000220352,0.006404379,0.002136579,0.9675218,0.00009208942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02165891,0.01245725,0.0029519,0.7103055,0.2139212,0.0005438595,0.00348571,0.0007923662,0.0338834],"genre_scores_gemma":[0.1901584,0.02152714,0.006528821,0.3787822,0.1011802,0.0007295063,0.004218088,0.001116079,0.2957597],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9931293,"threshold_uncertainty_score":0.1934632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06094864270683251,"score_gpt":0.3639983365795143,"score_spread":0.3030496938726818,"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."}}