{"id":"W2078508739","doi":"10.1007/s10461-011-0096-7","title":"Cost and Threshold Analysis of an HIV/STI/Hepatitis Prevention Intervention for Young Men Leaving Prison: Project START","year":2011,"lang":"en","type":"article","venue":"AIDS and Behavior","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Session (web analytics); Health psychology; Intervention (counseling); Medicine; Public health; Prison; Program evaluation; Human immunodeficiency virus (HIV); Cost–benefit analysis; Environmental health; Family medicine; Psychology; Nursing; Business; Statistics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004109904,0.0001074205,0.0003088458,0.0003901955,0.00008421997,0.00002944001,0.00005463927,0.00006590193,0.0002901707],"category_scores_gemma":[0.00004526827,0.00009135708,0.0002409656,0.0002706471,0.00008273798,0.000274045,0.00004541047,0.00009201202,9.503348e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002684423,"about_ca_system_score_gemma":0.00002408465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001422818,"about_ca_topic_score_gemma":0.001285981,"domain_scores_codex":[0.998995,0.00004876864,0.0003423634,0.0002524691,0.0001700238,0.0001913962],"domain_scores_gemma":[0.9994237,0.00001451328,0.0001055052,0.0001858214,0.0001556382,0.0001148234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002214406,0.001327221,0.7899557,0.0002105164,0.0004420528,0.000009111685,0.001071502,6.346473e-8,0.003861202,0.000200066,0.0007195419,0.2019815],"study_design_scores_gemma":[0.002168916,0.01294837,0.9682872,0.0003723421,0.005683659,0.00001993335,0.001525918,0.003914457,0.004617873,0.00007782495,0.0002192486,0.0001642519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932857,0.0002210484,0.004398833,0.00001438318,0.00001810594,0.001148405,0.0001479347,0.00002093676,0.0007447065],"genre_scores_gemma":[0.9896903,0.0001484616,0.003846104,0.000003905941,0.00002516345,0.0003605953,0.0003369204,0.00001376583,0.005574778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2018173,"threshold_uncertainty_score":0.3725434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08820250065708536,"score_gpt":0.3855892716198259,"score_spread":0.2973867709627406,"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."}}