{"id":"W2895821784","doi":"10.1101/439828","title":"Triple oral beta-lactam containing therapy for Buruli ulcer treatment shortening","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Universidad de Zaragoza; European Commission; GlaxoSmithKline","keywords":"Clarithromycin; Buruli ulcer; Rifampicin; Medicine; Amoxicillin; Mycobacterium ulcerans; Antibiotics; Pharmacology; Combination therapy; Minimum inhibitory concentration; Microbiology; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002192467,0.0002068084,0.0004573061,0.0002645986,0.0001903066,0.0003186262,0.0001747715,0.0002941812,0.003964326],"category_scores_gemma":[0.0001401329,0.00007072905,0.0001902817,0.0001804809,0.000130653,0.0001531423,0.0001818329,0.0005210869,0.0006300918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000177065,"about_ca_system_score_gemma":0.0002005885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001966872,"about_ca_topic_score_gemma":0.0006089407,"domain_scores_codex":[0.9999083,0.00001755579,0.000005438892,0.00001503202,0.00003186531,0.00002171871],"domain_scores_gemma":[0.9999305,0.00001040211,0.00001641087,0.000006029149,0.000007731192,0.00002889984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.005107316,0.002123201,0.004268338,0.001074004,0.000151832,0.002064732,0.0001581671,0.0003178607,0.63495,0.0004295195,0.004480837,0.3448741],"study_design_scores_gemma":[0.002890112,0.07440934,0.1069842,0.0007506986,0.0006021279,0.02261815,0.0005834149,0.004728911,0.6749392,0.000972352,0.1104406,0.00008092674],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9393519,0.04799651,0.002789826,0.0009774016,0.0004146816,0.000222365,0.0002758937,0.0001846592,0.007786664],"genre_scores_gemma":[0.9859824,0.007704588,0.003093664,0.0002224561,0.0001439738,0.0000463548,0.0002430016,0.0000132959,0.002550268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003964326,"threshold_uncertainty_score":0.01326203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04757850367993869,"score_gpt":0.3026845572949093,"score_spread":0.2551060536149706,"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."}}