{"id":"W4412028758","doi":"10.1093/eurpub/ckaf103","title":"Blood-borne virus testing in European emergency departments: current evidence and service considerations","year":2025,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bristol-Myers Squibb Canada; Gilead Sciences","keywords":"Medicine; Family medicine; Hepatitis C; HBsAg; Emergency department; Hepatitis C virus; Health care; Emergency medicine; Hepatitis B virus; Internal medicine; Immunology; Virus; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0270675,0.0008983805,0.005423941,0.008853856,0.0004513311,0.005204147,0.002627697,0.00322542,0.004029067],"category_scores_gemma":[0.1192642,0.001128386,0.006619314,0.0114847,0.001233474,0.005131133,0.002026506,0.001405669,0.0004508862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004821929,"about_ca_system_score_gemma":0.01069394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01377063,"about_ca_topic_score_gemma":0.02485853,"domain_scores_codex":[0.9736516,0.009932049,0.01142875,0.001581619,0.002724797,0.0006812163],"domain_scores_gemma":[0.8369653,0.1293286,0.02023795,0.001550071,0.01097707,0.0009410201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000555469,0.00008152253,0.009763653,0.8016449,0.01009415,0.0002374339,0.0004126913,0.0002266755,0.0000829198,0.0007431296,0.003833635,0.1723238],"study_design_scores_gemma":[0.0002821231,0.0002143068,0.01287359,0.9460636,0.01998755,0.0004517414,0.0006475407,0.00009325906,0.0001159241,0.0006333698,0.01860604,0.00003087895],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009559236,0.9973643,0.00005201389,0.001133846,0.00008163766,0.00002679959,0.0001165846,0.000002274971,0.0002666014],"genre_scores_gemma":[0.02960723,0.9659305,0.0007188892,0.003084713,0.0002284926,0.0001275638,0.0002370493,0.000005608326,0.00005988253],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0270675,"threshold_uncertainty_score":0.1431483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2106003154942988,"score_gpt":0.3900419773942823,"score_spread":0.1794416618999835,"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."}}