{"id":"W6927505503","doi":"10.3389/fpubh.2020.00258.s001","title":"Data_Sheet_1_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":[0.00852851,0.0006047272,0.0007162989,0.00175747,0.001175054,0.002703208,0.002055515,0.001280167,0.2920316],"category_scores_gemma":[0.0168792,0.0005022762,0.001005628,0.001975536,0.000456701,0.001689357,0.001484693,0.00155444,0.02890804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003126233,"about_ca_system_score_gemma":0.01407492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01106259,"about_ca_topic_score_gemma":0.0160795,"domain_scores_codex":[0.9971131,0.001284205,0.0004644624,0.0002111093,0.0005562892,0.0003709167],"domain_scores_gemma":[0.9846917,0.008030803,0.001222166,0.0007720479,0.003637159,0.001646175],"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":[0.001056755,0.0006303521,0.00524246,0.006431836,0.00004655598,0.0002481124,0.0003785926,0.0007560432,0.0003802857,0.002627571,0.9127746,0.0694268],"study_design_scores_gemma":[0.003159185,0.001107472,0.05048484,0.006633469,0.00006624905,0.0002081499,0.002392014,0.0009019323,0.001283766,0.002761464,0.9308678,0.0001337334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.009040741,0.0003795809,0.002728011,0.009434798,0.0009167379,0.01906589,0.9009556,0.0007183361,0.05676034],"genre_scores_gemma":[0.1252551,0.00366959,0.06580149,0.01852046,0.001215021,0.1721582,0.5348528,0.0007178835,0.07780951],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2920316,"threshold_uncertainty_score":0.9769429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05164073784978881,"score_gpt":0.3357700431658994,"score_spread":0.2841293053161106,"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."}}