{"id":"W1983985078","doi":"10.1136/sextrans-2011-050108.348","title":"P2-S5.06 Behavioural interventions for reducing HIV infection in workers in occupational settings, a Cochrane systematic review","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Systematic review; Psychological intervention; Cochrane collaboration; Meta-analysis; MEDLINE; Family medicine; Internal medicine; Nursing; Cochrane Library","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002961786,0.000333897,0.000913686,0.0008612533,0.0008337585,0.00001557265,0.0001606562,0.0003538043,0.0004416344],"category_scores_gemma":[0.001005822,0.0003365863,0.000315857,0.001498676,0.00006072025,0.0004037805,0.00002840727,0.001263972,0.0001356354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005427509,"about_ca_system_score_gemma":0.0006293362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005721094,"about_ca_topic_score_gemma":0.01417378,"domain_scores_codex":[0.9947724,0.001190521,0.002382929,0.0005092965,0.0002589294,0.0008858918],"domain_scores_gemma":[0.9974595,0.001085659,0.0005542198,0.0003939782,0.0002934351,0.0002131559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006818949,0.0005922093,0.7673059,0.2255955,0.00005011091,0.000003635721,0.003946752,0.00004696442,0.00001188549,0.0005710747,0.001701235,0.0001065902],"study_design_scores_gemma":[0.002630777,0.0002879009,0.6231334,0.3703424,0.0004596477,0.00002054431,0.001539202,0.0004352769,0.000006864816,0.0005349797,0.0001255117,0.0004834183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361554,0.006655997,0.02832824,0.00262909,0.002330302,0.01915224,0.000152258,0.0007035826,0.003892894],"genre_scores_gemma":[0.9850892,0.001851888,0.001369591,0.001360646,0.0001531238,0.008510315,0.0005006838,0.00009071825,0.001073773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1447469,"threshold_uncertainty_score":0.9999086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06758879938538598,"score_gpt":0.4057331670038833,"score_spread":0.3381443676184974,"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."}}