{"id":"W4405966343","doi":"10.1093/geroni/igae098.3930","title":"WHAT KIND OF HEALTH SCREENING IS USEFUL FOR PERSONS AGING WITH HIV?","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Medicine; Psychology; Virology","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":[0.001399388,0.0003699841,0.0006697736,0.001627267,0.001285883,0.001239818,0.0006202674,0.001795533,0.006430866],"category_scores_gemma":[0.008165604,0.0002499436,0.0008465891,0.0008566894,0.0006420898,0.002235736,0.0006857495,0.001199037,0.0009045057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007493065,"about_ca_system_score_gemma":0.001696449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004437115,"about_ca_topic_score_gemma":0.01411474,"domain_scores_codex":[0.9992521,0.000282174,0.00006609158,0.00007132041,0.0001598395,0.0001683738],"domain_scores_gemma":[0.997038,0.0006426947,0.0005536044,0.0000955973,0.0005667787,0.00110321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000390519,0.001138723,0.5517744,0.00100676,0.0001418199,0.001159334,0.0007847183,0.0001045627,0.0006495445,0.0005338871,0.05229977,0.3900159],"study_design_scores_gemma":[0.0002389777,0.001693665,0.9396199,0.006911546,0.0003655571,0.004930345,0.009116162,0.0005783835,0.001060191,0.003881856,0.03148415,0.0001192458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6129036,0.05529932,0.002589814,0.269963,0.003684663,0.0006412845,0.002439383,0.0006578565,0.05182106],"genre_scores_gemma":[0.9370834,0.01992372,0.005680343,0.03190836,0.002230091,0.0002574224,0.000716298,0.00002741294,0.002172991],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006430866,"threshold_uncertainty_score":0.0215134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07416829536813574,"score_gpt":0.3626587576573503,"score_spread":0.2884904622892146,"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."}}