{"id":"W2953862505","doi":"10.1093/inthealth/ihz052","title":"Health students’ knowledge and infectious disease exposure: findings from a cross-sectional study in Namibia","year":2019,"lang":"en","type":"article","venue":"International Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Cross-sectional study; Tuberculosis; Disease; Pharmacy; Infectious disease (medical specialty); Environmental health; Human immunodeficiency virus (HIV); Knowledge level; Post-exposure prophylaxis; Family medicine; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00137245,0.0001349518,0.0003797817,0.0002963411,0.00008312613,0.0000471791,0.0001565339,0.00005466367,0.0002599462],"category_scores_gemma":[0.0003514495,0.0001233424,0.00005576965,0.0001412667,0.00004848605,0.0001136345,0.0001495191,0.0003937673,0.0001686234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00084524,"about_ca_system_score_gemma":0.0005701855,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007794599,"about_ca_topic_score_gemma":0.003950872,"domain_scores_codex":[0.9977737,0.0002842987,0.0005880143,0.0004773931,0.0005031849,0.0003733788],"domain_scores_gemma":[0.99879,0.0003125412,0.00009925906,0.0001896443,0.0001126553,0.000495963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000510529,0.001045023,0.9951884,0.00005955323,0.00008440034,0.00001632749,0.0006069626,0.00001018635,0.000005957572,0.0002601727,0.0007676441,0.001444848],"study_design_scores_gemma":[0.003999189,0.001138815,0.9925062,0.00008514332,0.000002215265,0.00001902805,0.00006395348,0.0003981363,4.613575e-7,0.0003533362,0.001355954,0.00007757553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900661,0.0009581723,0.00001286638,0.006846118,0.0006905164,0.001002481,0.00006483726,0.00003856709,0.0003203664],"genre_scores_gemma":[0.9957318,0.000322915,0.00003594014,0.002791925,0.0002277148,0.00005969701,0.0001545434,0.00001607165,0.0006594179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0056657,"threshold_uncertainty_score":0.9988126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03916703161494452,"score_gpt":0.4526415327950396,"score_spread":0.4134745011800951,"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."}}