{"id":"W2083556173","doi":"10.1016/s0140-6736(07)60249-9","title":"Routine opt-out HIV testing","year":2007,"lang":"en","type":"article","venue":"The Lancet","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Human immunodeficiency virus (HIV); HIV screening; Opt-out; Test (biology); Disease control; Health care; Hiv test; Quarter (Canadian coin); Men who have sex with men; Environmental health; Health services; Population; Health facility","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":[0.003005367,0.0004859943,0.0007414857,0.0008384623,0.000803276,0.001243119,0.00119602,0.002823344,0.02327755],"category_scores_gemma":[0.01376651,0.0003764598,0.0005543084,0.0006516628,0.001100319,0.001804729,0.001021492,0.003259469,0.002981651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163766,"about_ca_system_score_gemma":0.002989449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005827491,"about_ca_topic_score_gemma":0.01079013,"domain_scores_codex":[0.9968437,0.001281142,0.0001623967,0.0003269525,0.0006903369,0.0006955304],"domain_scores_gemma":[0.9896047,0.004605382,0.001194248,0.0009005396,0.001000371,0.002694742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001989552,0.001229978,0.1114231,0.001290162,0.0001125872,0.0008966353,0.0006610391,0.0001646649,0.002999907,0.004875924,0.2802869,0.5940695],"study_design_scores_gemma":[0.002118058,0.003986876,0.6690714,0.005374201,0.0003852689,0.008780964,0.004552278,0.001270677,0.003475401,0.03590222,0.2649099,0.0001729014],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2507959,0.0540959,0.007331035,0.4168809,0.01938239,0.001012791,0.005425533,0.001200474,0.2438752],"genre_scores_gemma":[0.8210617,0.01557975,0.006187735,0.1136654,0.009721815,0.0005000595,0.001761832,0.0001091401,0.03141239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02327755,"threshold_uncertainty_score":0.07787114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008567114098403,"score_gpt":0.3907369209249044,"score_spread":0.289880209515064,"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."}}