{"id":"W2327317295","doi":"10.1136/sextrans-2011-050108.612","title":"P5-S7.17 Accepting the good with the bad: “barriers and facilitators of community-based HIV testing services for gay men: a systematic review”","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Outreach; Men who have sex with men; Focus group; Family medicine; Referral; Service provider; Psychological intervention; Promotion (chess); Nursing; Service (business); Human immunodeficiency virus (HIV)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001606744,0.0001903994,0.000441019,0.0001325041,0.0009839413,0.00003378048,0.0002477389,0.00005508332,0.0001259814],"category_scores_gemma":[0.0006144426,0.00009834975,0.0001542283,0.0006318457,0.0003173513,0.0001376435,0.00002366547,0.0005217097,0.000004351769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002771383,"about_ca_system_score_gemma":0.0001585768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006522189,"about_ca_topic_score_gemma":0.0008679371,"domain_scores_codex":[0.9981715,0.0006436596,0.0004948818,0.0001457731,0.0002530568,0.0002910995],"domain_scores_gemma":[0.9973361,0.001318675,0.0001815245,0.0005573191,0.0004467102,0.0001596592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00040605,0.00186083,0.0659251,0.836455,0.004233146,0.000006626035,0.06648471,0.00005664767,0.006498277,0.001039313,0.0139712,0.00306311],"study_design_scores_gemma":[0.02166319,0.06904718,0.06112714,0.4231295,0.02251867,0.0008482065,0.3528253,0.02522806,0.005535731,0.0008925011,0.01458164,0.002602906],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8233279,0.007271103,0.08134724,0.01398261,0.00009700642,0.02204893,0.0009447598,0.0006421778,0.05033827],"genre_scores_gemma":[0.9956611,0.0000598112,0.00088529,0.0009084722,0.00002106221,0.001136627,0.00005964162,0.00003537511,0.001232609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4133255,"threshold_uncertainty_score":0.756778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04073476263528907,"score_gpt":0.3134747934976161,"score_spread":0.272740030862327,"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."}}