{"id":"W1969449434","doi":"10.12927/whp.2012.22923","title":"Pro-Alcohol-Use Social Environment and Alcohol Use among Female Sex Workers in China: Beyond the Effects of Serving Alcohol","year":2012,"lang":"en","type":"article","venue":"World health & population","topic":"Sex work and related issues","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Alcohol; Outreach; Environmental health; China; Psychological intervention; Social environment; Human factors and ergonomics; Medicine; Poison control; Psychology; Political science; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001437098,0.0001676063,0.0002902439,0.0001620831,0.0009703612,0.00007282937,0.0001260823,0.0001559741,0.00002557368],"category_scores_gemma":[0.0001224892,0.0001363305,0.00005917536,0.0004934788,0.0001958671,0.0006456461,0.00006772084,0.0003266864,0.000005465577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000292574,"about_ca_system_score_gemma":0.00004440224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0394597,"about_ca_topic_score_gemma":0.007008746,"domain_scores_codex":[0.9975567,0.0007112352,0.0004466015,0.0002484907,0.0004310312,0.0006059703],"domain_scores_gemma":[0.998973,0.0003184093,0.0003485017,0.000177323,0.00001411109,0.0001686269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000174154,0.00006845119,0.9186599,0.00006854304,0.00001683407,6.916687e-7,0.07272469,0.00007781045,0.00001357873,0.0004499601,0.000278091,0.007624061],"study_design_scores_gemma":[0.0004303267,0.00002402116,0.9931111,0.0001492515,0.00002435194,2.1991e-7,0.003676702,0.00006746281,0.0000174709,0.0001933971,0.002167289,0.0001384177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946655,0.001256786,0.000005397228,0.002050874,0.0004086256,0.001267711,0.000001285944,0.00004372426,0.0003000725],"genre_scores_gemma":[0.9972209,0.0002929332,0.0002142396,0.000276991,0.0003247165,0.00004528404,0.0000232098,0.00002314844,0.001578616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07445122,"threshold_uncertainty_score":0.9669366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03319747091262194,"score_gpt":0.3296091050072169,"score_spread":0.296411634094595,"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."}}