{"id":"W1998600637","doi":"10.1007/s10461-011-0004-1","title":"Polling Booth Surveys: A Novel Approach for Reducing Social Desirability Bias in HIV-Related Behavioural Surveys in Resource-Poor Settings","year":2011,"lang":"en","type":"article","venue":"AIDS and Behavior","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; University of Manitoba; Centre hospitalier universitaire de Québec","funders":"","keywords":"Polling; Anal sex; Health psychology; Anal intercourse; Men who have sex with men; Psychology; Demography; Social desirability bias; Social psychology; Sexual behavior; Human immunodeficiency virus (HIV); Public health; Social desirability; Medicine; Computer science; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05730224,0.0008686677,0.002174251,0.003263614,0.001314773,0.001513974,0.002864581,0.002567923,0.003410534],"category_scores_gemma":[0.1409728,0.001215385,0.0009289676,0.004350655,0.001283084,0.001937626,0.002400857,0.001643521,0.0006507375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006858181,"about_ca_system_score_gemma":0.001700594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00253335,"about_ca_topic_score_gemma":0.006468722,"domain_scores_codex":[0.9025284,0.08418972,0.002856337,0.00283111,0.006857782,0.0007367089],"domain_scores_gemma":[0.8057708,0.1567201,0.01022958,0.01939799,0.006708949,0.001172472],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001636135,0.00195542,0.08886361,0.001019423,0.0009577007,0.0002086108,0.004510757,0.003417763,0.01035252,0.005618374,0.007348756,0.8741109],"study_design_scores_gemma":[0.005766119,0.01548961,0.6286213,0.0009264279,0.003243048,0.002374538,0.005081664,0.2166378,0.02880072,0.04367612,0.04849356,0.0008890418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2809149,0.0005719437,0.6974177,0.0009281125,0.0005216885,0.009461819,0.0009518474,0.001800351,0.007431641],"genre_scores_gemma":[0.4513511,0.0002607743,0.5381666,0.0006966966,0.0003701141,0.006416437,0.000424665,0.0001297501,0.002183952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9426978,"threshold_uncertainty_score":0.3030468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1727324111467568,"score_gpt":0.3470907811497638,"score_spread":0.174358370003007,"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."}}