{"id":"W3211443138","doi":"10.1071/ma21049","title":"Tropical fever in remote tropics: tuberculosis or melioidosis, it depends on the lab","year":2021,"lang":"en","type":"article","venue":"Microbiology Australia","topic":"Burkholderia infections and melioidosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Melioidosis; Burkholderia pseudomallei; Tuberculosis; GeneXpert MTB/RIF; Medicine; Tropics; Intensive care medicine; Etiology; Tropical disease; Infectious disease (medical specialty); Mycobacterium tuberculosis; Immunology; Disease; Pathology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001516223,0.0002310702,0.0004103747,0.0001354437,0.0001073831,0.00002281105,0.0001220684,0.0003921893,0.006888068],"category_scores_gemma":[0.0002236707,0.0001427457,0.0001776437,0.0004992341,0.0001480401,0.00003576936,0.00006724878,0.0006342181,0.0005353473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001334408,"about_ca_system_score_gemma":0.000114311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002929593,"about_ca_topic_score_gemma":0.0008731167,"domain_scores_codex":[0.9984287,0.0002390439,0.0003756967,0.0004450878,0.00006553564,0.0004459186],"domain_scores_gemma":[0.9990852,0.0001632912,0.00005578169,0.0005127324,0.00009105746,0.00009189115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005619206,0.0007980261,0.07389467,0.00008696626,0.0004367526,0.0008416818,0.0002578565,0.00001889364,0.7850222,0.0017393,0.1331911,0.003150649],"study_design_scores_gemma":[0.003853369,0.0006705433,0.2112154,0.0003370317,0.0003116685,0.002296824,0.0003829843,0.00002801435,0.3401421,0.00009630866,0.4402246,0.0004410645],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719247,0.000106019,0.00003238148,0.02632832,0.0006233979,0.0002621588,0.00003248413,0.00004011091,0.00065041],"genre_scores_gemma":[0.9779291,0.0002364818,0.0007447748,0.005230822,0.0002611372,0.00002562694,0.00007117244,0.00002344386,0.01547744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.44488,"threshold_uncertainty_score":0.9940197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05633852540889757,"score_gpt":0.3206394877766831,"score_spread":0.2643009623677855,"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."}}