{"id":"W2912054538","doi":"10.1016/j.idc.2018.10.012","title":"New Tools to Test Stool","year":2019,"lang":"en","type":"review","venue":"Infectious Disease Clinics of North America","topic":"Travel-related health issues","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; McGill University Health Centre; McMaster University Medical Centre; University of British Columbia; Health Sciences Centre; Vancouver General Hospital","funders":"","keywords":"Medicine; Diarrhea; Traveler's diarrhea; Intensive care medicine; Diagnostic test; Pathogen; Broad spectrum; Immunology; Pediatrics; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001770712,0.000766195,0.004100788,0.0005703937,0.00007103085,0.00003299446,0.0003849517,0.0003754898,0.0003925175],"category_scores_gemma":[0.003301405,0.000681578,0.00130696,0.001339377,0.00009702615,0.00009545049,0.0001733508,0.001179091,0.004746701],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000288235,"about_ca_system_score_gemma":0.006144222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002262257,"about_ca_topic_score_gemma":0.00007029814,"domain_scores_codex":[0.995452,0.0001435182,0.002160082,0.0009531695,0.0006050532,0.0006861425],"domain_scores_gemma":[0.9922593,0.002074228,0.001357662,0.001723905,0.0003411804,0.002243773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007429276,0.0006877052,0.01600452,0.02444947,0.0003592595,0.00008830852,0.00004603439,0.00001644908,6.209472e-9,0.000003702757,0.006038275,0.9522319],"study_design_scores_gemma":[0.0007274949,0.002064229,0.01235079,0.01251894,0.004823953,0.00002366756,0.000003039911,0.000004844205,1.56166e-8,0.00001056187,0.9669275,0.0005449041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003571835,0.9914663,0.0001991116,0.0001658607,0.001001143,0.004434601,0.0008605223,0.0003078828,0.001207409],"genre_scores_gemma":[0.0002862325,0.994427,0.0005678866,0.001332326,0.0007464725,0.0001473378,0.0007046909,0.0002154721,0.001572595],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9608893,"threshold_uncertainty_score":0.9995635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07713376138280054,"score_gpt":0.4138619342403933,"score_spread":0.3367281728575928,"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."}}