{"id":"W2567584617","doi":"10.1111/hiv.12474","title":"Opt‐out screening strategy for <scp>HIV</scp> infection among patients attending emergency departments: systematic review and meta‐analysis","year":2016,"lang":"en","type":"review","venue":"HIV Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grifols","keywords":"Medicine; Meta-analysis; Opt-out; Human immunodeficiency virus (HIV); Randomized controlled trial; Hiv test; Internal medicine; Immunology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001761521,0.0007411001,0.00806557,0.001186881,0.000238218,0.00002755327,0.0002307086,0.0002540523,0.001200972],"category_scores_gemma":[0.003895243,0.0004078474,0.002884207,0.001075165,0.0001554871,0.0002445822,0.0001055969,0.0004394224,0.0001373568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512426,"about_ca_system_score_gemma":0.00008182698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004568452,"about_ca_topic_score_gemma":0.00006662021,"domain_scores_codex":[0.9946519,0.0006431391,0.002406744,0.0007932099,0.000818515,0.000686449],"domain_scores_gemma":[0.9960948,0.000647747,0.00128032,0.0007832174,0.0005619894,0.00063191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000002195547,0.0001141822,0.0003559392,0.8337841,0.1064232,0.000009574798,0.00003004953,7.553341e-8,1.28837e-7,0.00002753185,0.05264816,0.006604913],"study_design_scores_gemma":[0.0007233844,0.0009657022,0.00005585505,0.2196656,0.6497789,0.00001597196,0.00002937659,0.0000280826,1.667002e-7,0.000007585807,0.1285844,0.0001449166],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003481533,0.9764182,0.01312051,0.0001550606,0.00009140961,0.00787228,0.0004335085,0.00007341187,0.001832122],"genre_scores_gemma":[0.00002794376,0.9529061,0.0001010122,0.00006497802,0.0002335232,0.003012415,0.002543989,0.00008944096,0.0410206],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6141185,"threshold_uncertainty_score":0.9998373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218991345319964,"score_gpt":0.4269191164615011,"score_spread":0.3050199819295047,"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."}}