{"id":"W2774575632","doi":"10.1136/sextrans-2017-053228","title":"Key Programme Science lessons from an HIV prevention ‘Learning Site’ for sex workers in Mombasa, Kenya","year":2017,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Sex work and related issues","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"University of Manitoba; Bill and Melinda Gates Foundation","keywords":"Medicine; Human immunodeficiency virus (HIV); Key (lock); Sex workers; Sex work; Environmental health; Medical education; Family medicine; Research methodology; Population","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001440361,0.0001819264,0.0002206019,0.0002829148,0.005277863,0.0007767792,0.0005428176,0.0002616051,0.0001124904],"category_scores_gemma":[0.0005112391,0.0001869633,0.0001019548,0.0006723037,0.0009753372,0.001146341,0.00003013795,0.0004757422,0.00003426247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001632199,"about_ca_system_score_gemma":0.000603898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01445984,"about_ca_topic_score_gemma":0.01897157,"domain_scores_codex":[0.9977865,0.0002349689,0.0002983089,0.0005666901,0.0003833789,0.0007301258],"domain_scores_gemma":[0.9987966,0.000195555,0.0001706715,0.0003997826,0.000184926,0.0002524782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004116345,0.001054483,0.7631897,0.00001478707,0.00008315771,0.000004844295,0.1328554,0.001491614,0.001197158,0.002149143,0.000154695,0.09776384],"study_design_scores_gemma":[0.004152103,0.001008005,0.6927606,0.0004413167,0.0002612269,0.00000283397,0.1305161,0.006863059,0.0006468853,0.01763025,0.1443822,0.001335517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775477,0.00009605932,0.005530322,0.003349648,0.0005946656,0.0008588564,0.000007662987,0.0003181373,0.01169694],"genre_scores_gemma":[0.9935582,0.00009618622,0.001366352,0.0000359214,0.0002737587,0.0001478887,0.00005939769,0.00002635705,0.004435945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1442275,"threshold_uncertainty_score":0.9989296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03409532674570724,"score_gpt":0.3636307614848434,"score_spread":0.3295354347391361,"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."}}