{"id":"W90126189","doi":"10.13140/rg.2.2.23307.49440","title":"Action on HIV/ AIDS in prisons: too little, too late. A report card","year":2002,"lang":"en","type":"article","venue":"HRB National Drugs Library (Health Research Board)","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prison; Harm reduction; Political science; Human immunodeficiency virus (HIV); Business; Criminology; Public administration; Medicine; Law; Psychology; Family medicine","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":["insufficient_payload"],"category_scores_codex":[0.003525736,0.0003233794,0.0006360227,0.001940967,0.0003567372,0.0001336667,0.0003730641,0.0003013664,0.001160543],"category_scores_gemma":[0.002660512,0.0003089468,0.0001538897,0.002460264,0.0002292354,0.001208827,0.000219491,0.002163157,0.001480914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051082,"about_ca_system_score_gemma":0.002140505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002174439,"about_ca_topic_score_gemma":0.0000172175,"domain_scores_codex":[0.9913466,0.001063243,0.00121295,0.0009707512,0.004148053,0.001258405],"domain_scores_gemma":[0.996282,0.001423191,0.0002520836,0.0007257933,0.0004361512,0.0008807566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009122543,0.001405168,0.02781581,0.0006131774,0.00008700099,0.0009922101,0.006111451,0.00009605299,0.0001206626,0.009115997,0.9075961,0.04513416],"study_design_scores_gemma":[0.005402618,0.002828989,0.1232936,0.000961659,0.00001698223,0.0002423644,0.006898671,0.00704471,0.000954286,0.005815085,0.8458661,0.0006748864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.516862,0.002453306,0.00002588159,0.1667273,0.0005497272,0.00342973,0.0002209781,0.0005771945,0.3091539],"genre_scores_gemma":[0.722315,0.003942898,0.003448388,0.009131576,0.001761967,0.0005628964,0.001106316,0.0002142028,0.2575168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.205453,"threshold_uncertainty_score":0.9999363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2502833908168928,"score_gpt":0.460562223946666,"score_spread":0.2102788331297732,"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."}}