{"id":"W2051048183","doi":"10.1097/qad.0b013e328355cf60","title":"Toward a systemic research agenda for addressing the joint epidemics of HIV/AIDS and noncommunicable diseases","year":2012,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health; U.S. Department of Veterans Affairs","keywords":"Commit; Human immunodeficiency virus (HIV); Psychological intervention; Economic growth; Political science; Medicine; Implementation research; Public relations; Environmental health; Immunology; Nursing; Economics","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":[0.003912347,0.0001300241,0.0004792189,0.0002748463,0.0002976017,0.00006740353,0.0003419269,0.00009879556,0.00005909052],"category_scores_gemma":[0.002007853,0.00009920807,0.00015636,0.0003016586,0.0002914972,0.000268056,0.0002312928,0.0002203583,0.00004855462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007032684,"about_ca_system_score_gemma":0.00004601298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001100362,"about_ca_topic_score_gemma":0.000001351195,"domain_scores_codex":[0.9984433,0.0001828327,0.000592019,0.0001851241,0.00006792069,0.0005287913],"domain_scores_gemma":[0.9975082,0.001484132,0.0002344726,0.00056452,0.00006344425,0.0001451954],"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":[0.0003472657,0.0003588229,0.6715209,0.001165924,0.0003506932,0.000002330837,0.01334056,0.00003876596,0.001485248,0.2577283,0.03812123,0.01553998],"study_design_scores_gemma":[0.009282901,0.003984269,0.2024017,0.003283534,0.0004358889,0.0002875603,0.04956364,0.01391448,0.009191002,0.1088983,0.5956839,0.003072756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9188027,0.0678674,0.003942706,0.001066138,0.0003550084,0.0006795935,0.0007305879,0.00003542678,0.006520379],"genre_scores_gemma":[0.9940637,0.001117403,0.002090545,0.00009407519,0.000190742,0.00005845949,0.00001155971,0.00002908367,0.002344408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5575627,"threshold_uncertainty_score":0.4045587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3730108024107022,"score_gpt":0.3795007533529345,"score_spread":0.006489950942232314,"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."}}