{"id":"W4388845181","doi":"10.1186/s41182-023-00557-1","title":"Measuring training effectiveness of laboratory biosafety program offered at African Center for Integrated Laboratory Training in 22 President’s Emergency Plan for AIDS Relief supported countries (2008–2014)","year":2023,"lang":"en","type":"article","venue":"Tropical Medicine and Health","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada","funders":"Centers for Disease Control and Prevention; U.S. President’s Emergency Plan for AIDS Relief; World Health Organization","keywords":"Biosafety; Accreditation; Laboratory safety; Medical education; Medicine; Training (meteorology); Plan (archaeology); Best practice; Political science; Pathology","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":[0.004042934,0.000334497,0.0002563039,0.0008030518,0.0004166543,0.0004115635,0.0007559494,0.0004465722,0.00343822],"category_scores_gemma":[0.009402782,0.00018538,0.0004515083,0.0006245587,0.0003329694,0.000596681,0.001009817,0.0005631875,0.0004851512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009088429,"about_ca_system_score_gemma":0.001008636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002529157,"about_ca_topic_score_gemma":0.004520597,"domain_scores_codex":[0.9971647,0.001095781,0.0003203091,0.0003148348,0.0005684813,0.0005359559],"domain_scores_gemma":[0.993826,0.001632376,0.002089162,0.0002174668,0.001004076,0.001230954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001064506,0.006392345,0.8909893,0.0005940395,0.0001809787,0.00008476852,0.004144445,0.001234539,0.001773638,0.0001140053,0.001821109,0.09160621],"study_design_scores_gemma":[0.00003558891,0.003069255,0.9925023,0.000109921,0.00003849228,0.00003581635,0.001612775,0.0003770645,0.001156508,0.00001963518,0.001032055,0.0000105462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976649,0.00009599555,0.0001266536,0.00009287461,0.00001394724,0.0002317464,0.0003850653,0.000009125079,0.001379771],"genre_scores_gemma":[0.9967921,0.0001536027,0.0006461497,0.00005452778,0.00001270805,0.000471677,0.0004917742,0.000001990853,0.001375469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004042934,"threshold_uncertainty_score":0.02138138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1319332032883015,"score_gpt":0.3989278010657704,"score_spread":0.2669945977774689,"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."}}