{"id":"W1905051083","doi":"10.1111/acer.12890","title":"Targeting an Alcohol Intervention Cost‐Effectively to Persons Living with <scp>HIV</scp>/<scp>AIDS</scp> in East Africa","year":2015,"lang":"en","type":"article","venue":"Alcoholism Clinical and Experimental Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute on Alcohol Abuse and Alcoholism; NYU Langone Medical Center","keywords":"Medicine; Intervention (counseling); Population; Human immunodeficiency virus (HIV); Psychological intervention; Environmental health; Psychiatry; Immunology","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007426176,0.0003539765,0.0007164637,0.0008055718,0.0003499626,0.0002847015,0.0004209609,0.0002672249,0.00008972539],"category_scores_gemma":[0.01456387,0.0002872735,0.0002884109,0.001102152,0.0008041089,0.0005895467,0.0007655444,0.001683854,0.0004463595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002685219,"about_ca_system_score_gemma":0.0002550618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007804302,"about_ca_topic_score_gemma":0.0001484675,"domain_scores_codex":[0.993188,0.001769872,0.000899802,0.001100707,0.001549645,0.00149193],"domain_scores_gemma":[0.9939876,0.002428008,0.0001028507,0.0004972132,0.0005286676,0.002455616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001546034,0.0208092,0.4450388,0.0004633719,0.0008545942,0.001034759,0.06981488,0.00004125264,0.07307323,0.001239028,0.3458321,0.0402527],"study_design_scores_gemma":[0.03506897,0.1259406,0.1424416,0.007487059,0.0001863285,0.000391624,0.511129,0.01423441,0.03095819,0.0004955427,0.1309829,0.0006838551],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724057,0.001383902,0.0002885524,0.0003471399,0.00009691012,0.001845868,0.00004069008,0.00008231363,0.02350895],"genre_scores_gemma":[0.9784952,0.00006449815,0.001254889,0.0001159139,0.0004621131,0.0006454338,0.00006056578,0.00007562004,0.01882571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4413141,"threshold_uncertainty_score":0.9999579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1931278308293017,"score_gpt":0.4778096218580571,"score_spread":0.2846817910287555,"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."}}