{"id":"W2334394696","doi":"10.1136/sextrans-2011-050108.313","title":"P2-S2.17 Community-Led Structural Invention's promise for HIV prevention: a case study from the Ashodaya Samithi Sex Worker Collective of Mysore, India.","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; AIDS Vancouver","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Sex workers; Family medicine; Environmental health; Research methodology; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.001775598,0.0004597402,0.0003331949,0.000913314,0.01355165,0.003212935,0.002106881,0.002484612,0.0101906],"category_scores_gemma":[0.002773833,0.0004079498,0.0004239334,0.0008836869,0.003889448,0.001115292,0.003920318,0.002832279,0.0008034904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002865952,"about_ca_system_score_gemma":0.005229834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01896959,"about_ca_topic_score_gemma":0.05450885,"domain_scores_codex":[0.9984257,0.0007738745,0.00003691628,0.00009081297,0.0002013571,0.0004712888],"domain_scores_gemma":[0.9980857,0.0008613666,0.000173057,0.00008885169,0.0001156645,0.0006754521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008484662,0.0009448996,0.02582171,0.0006952205,0.00002003185,0.06182872,0.8578,0.0001777794,0.001408079,0.008171866,0.00994828,0.0330986],"study_design_scores_gemma":[0.0000178013,0.0003552193,0.01454264,0.000319123,0.00001761414,0.01045184,0.9321995,0.0001760802,0.0004659122,0.0006916143,0.04073745,0.00002521391],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730151,0.000662797,0.0004706034,0.005607945,0.0001156194,0.0003405488,0.0001149977,0.00002150399,0.01965088],"genre_scores_gemma":[0.9773687,0.0009354615,0.0009225743,0.001871666,0.00005993286,0.0002294812,0.0000608354,0.00001764544,0.01853384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01896959,"threshold_uncertainty_score":0.03771836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06246512060892861,"score_gpt":0.2847961108145109,"score_spread":0.2223309902055823,"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."}}