{"id":"W2095324462","doi":"10.1186/1471-2458-11-s6-s11","title":"Condom use within non-commercial partnerships of female sex workers in southern India","year":2011,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Sex work and related issues","field":"Social Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of Manitoba; Centre hospitalier universitaire de Québec; University of British Columbia","funders":"Canadian Institutes of Health Research; Bill and Melinda Gates Foundation","keywords":"Medicine; Condom; Psychological intervention; Sex work; Public health; Environmental health; Biostatistics; Logistic regression; Demography; Family medicine; Human immunodeficiency virus (HIV); Nursing; Syphilis","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005141554,0.0002031955,0.0001733561,0.0008144136,0.0006633049,0.0005952176,0.000595116,0.0002589004,0.001372963],"category_scores_gemma":[0.001335038,0.0002498695,0.0002026733,0.0008721972,0.0005838461,0.0003477116,0.0005962328,0.0003237503,0.0001503015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004174017,"about_ca_system_score_gemma":0.0006102945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02617772,"about_ca_topic_score_gemma":0.04130127,"domain_scores_codex":[0.9995086,0.0001483118,0.00005332766,0.0000743291,0.0001062171,0.0001092333],"domain_scores_gemma":[0.9989777,0.0002462957,0.0004497174,0.00007300372,0.0001057489,0.0001476514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002087023,0.00004545754,0.9928558,0.00003881088,0.00001198665,0.0002044186,0.003223895,0.00002122748,0.0002260219,0.00002459145,0.00006351288,0.003263373],"study_design_scores_gemma":[0.000001459233,0.0000569018,0.9943122,0.00001630973,0.000008553666,0.0004304698,0.004869182,0.00006235665,0.00008002797,0.00001350614,0.0001441823,0.000004910055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995271,0.0001016998,0.00002125815,0.00002569035,0.000001614306,0.00000657591,0.00006431754,0.000001644363,0.0002500826],"genre_scores_gemma":[0.9997656,0.00008113444,0.00002658398,0.000007336414,0.00000104549,0.000004140957,0.00003641925,3.086658e-7,0.00007731815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02617772,"threshold_uncertainty_score":0.05205071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2058533216202904,"score_gpt":0.3567205801881863,"score_spread":0.1508672585678959,"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."}}