{"id":"W2950892886","doi":"10.1097/coh.0000000000000566","title":"Transforming lives and empowering communities","year":2019,"lang":"en","type":"review","venue":"Current Opinion in HIV and AIDS","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"World Health Organization","keywords":"Harm reduction; Psychological intervention; Disinvestment; Medicine; Intervention (counseling); Wasting; Business; Harm; Economic growth; Incentive; Environmental health; Human immunodeficiency virus (HIV); Political science; Nursing; Economics; Family medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002369847,0.0003518019,0.001353922,0.0003611456,0.00006862631,0.00004106669,0.0001126049,0.0001477481,0.00002949937],"category_scores_gemma":[0.00002658481,0.0002807046,0.0001245383,0.0001690592,0.0001180995,0.0001132682,0.0001004077,0.0007456794,0.00002560809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004123655,"about_ca_system_score_gemma":0.0001012145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001247034,"about_ca_topic_score_gemma":0.000001323811,"domain_scores_codex":[0.9987143,0.0001102588,0.0005112775,0.0002539757,0.0001584336,0.000251742],"domain_scores_gemma":[0.9992191,0.0002538031,0.0001070235,0.000281282,0.00002120621,0.0001175962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005960143,0.00004485557,0.0006930119,0.07425327,0.00003053746,8.404277e-7,0.00605858,7.848775e-8,1.235096e-7,0.0002026031,0.0001337951,0.9185764],"study_design_scores_gemma":[0.0005112579,0.0001482795,0.00003171037,0.08414847,0.0001689957,0.00005414231,0.006098036,0.00001701936,2.06552e-7,0.00001278767,0.9085482,0.0002609042],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000443515,0.9962155,0.00003765946,0.00001804018,0.001598969,0.0007516511,0.00005873102,0.00003627427,0.0008396102],"genre_scores_gemma":[0.0003566818,0.998642,0.00007241674,0.000005172361,0.0002949997,0.00005467452,0.0003476406,0.00004277037,0.0001836684],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9183154,"threshold_uncertainty_score":0.9999645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2184388715480511,"score_gpt":0.4556731897328833,"score_spread":0.2372343181848323,"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."}}