{"id":"W6927018291","doi":"10.3389/fpubh.2020.00258.s002","title":"Data_Sheet_2_A Feasible Laboratory-Strengthening Intervention Yielding a Sustainable Clinical Bacteriology Sector to Support Antimicrobial Stewardship in a Large Referral Hospital in Ethiopia.PDF","year":2020,"lang":"en","type":"dataset","venue":"Figshare","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial stewardship; Psychological intervention; Quality assurance; Workflow; Infection control; Referral; Quality management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00836868,0.0005790176,0.00065391,0.001577372,0.001153048,0.00269387,0.001896451,0.001237896,0.2241685],"category_scores_gemma":[0.01485784,0.000471528,0.000971909,0.00174293,0.0004404058,0.001518108,0.001416774,0.001525197,0.02202362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003226478,"about_ca_system_score_gemma":0.01485331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01191405,"about_ca_topic_score_gemma":0.01679785,"domain_scores_codex":[0.9972909,0.001219238,0.0004165279,0.0001883213,0.0005167522,0.0003681226],"domain_scores_gemma":[0.98668,0.006891776,0.0010621,0.0006922858,0.003072659,0.001601197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0013113,0.00073931,0.007058782,0.006739228,0.00005898693,0.0003509809,0.000467437,0.0009544626,0.0005597309,0.003061034,0.8991442,0.07955462],"study_design_scores_gemma":[0.003178247,0.001113577,0.05507812,0.005960092,0.00007148768,0.0002306956,0.002505974,0.001038521,0.001666471,0.002559904,0.9264616,0.0001352663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01434116,0.0005370544,0.003658103,0.01309489,0.001191316,0.02118108,0.8743603,0.0009165894,0.07071953],"genre_scores_gemma":[0.1657608,0.004046454,0.07612789,0.02123016,0.001320472,0.1551195,0.4927243,0.0007611227,0.08290916],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2241685,"threshold_uncertainty_score":0.7499183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05142303374771034,"score_gpt":0.3355746791530776,"score_spread":0.2841516454053672,"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."}}