{"id":"W1969561519","doi":"10.7326/0003-4819-147-2-200707170-00018","title":"Impact of Expanded HIV Screening","year":2007,"lang":"en","type":"letter","venue":"Annals of Internal Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); HIV diagnosis; Family medicine; Population; HIV screening; Health care; Gerontology; Environmental health; Antiretroviral therapy; Men who have sex with men; Viral load; Syphilis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009950872,0.0006545538,0.0006825955,0.001204937,0.0008248322,0.00290355,0.00126894,0.002666447,0.08121573],"category_scores_gemma":[0.07359754,0.0002108788,0.00185001,0.001106214,0.0007162222,0.002129527,0.002126925,0.002674154,0.003041354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004606425,"about_ca_system_score_gemma":0.006117919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01850845,"about_ca_topic_score_gemma":0.02040718,"domain_scores_codex":[0.9851382,0.00830387,0.0006646609,0.000712271,0.003559304,0.001621699],"domain_scores_gemma":[0.9526939,0.02972029,0.004383321,0.001792162,0.006440165,0.004970104],"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":[0.0029282,0.0006309399,0.02189936,0.001309333,0.0003683421,0.0009853408,0.0002161726,0.002945897,0.0002508397,0.01581372,0.4272291,0.5254227],"study_design_scores_gemma":[0.001500254,0.003355609,0.1345835,0.005707732,0.001220319,0.003031383,0.001397028,0.005681198,0.001560547,0.02998465,0.8117881,0.0001897247],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06398901,0.05695934,0.001824709,0.5221785,0.01524646,0.0003290367,0.01070507,0.0003350145,0.3284328],"genre_scores_gemma":[0.6739329,0.02450959,0.002665424,0.2162316,0.02392813,0.0003824196,0.005861168,0.0002124369,0.05227626],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08121573,"threshold_uncertainty_score":0.2716937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176797208657765,"score_gpt":0.4624309528400096,"score_spread":0.3447512319742331,"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."}}