{"id":"W2105215505","doi":"10.1186/1471-2458-12-386","title":"Using GRADE methodology for the development of public health guidelines for the prevention and treatment of HIV and other STIs among men who have sex with men and transgender people","year":2012,"lang":"en","type":"review","venue":"BMC Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"FP7 International Cooperation; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Centers for Disease Control and Prevention; Bundesministerium für Wirtschaftliche Zusammenarbeit und Entwicklung; U.S. President’s Emergency Plan for AIDS Relief; United States Agency for International Development","keywords":"Medicine; Public health; Biostatistics; Psychological intervention; Guideline; Men who have sex with men; Family medicine; Gerontology; Human immunodeficiency virus (HIV); Nursing; Pathology","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3027926,0.00335481,0.005810642,0.0317181,0.003271374,0.008204108,0.0086293,0.005309286,0.0141338],"category_scores_gemma":[0.5644168,0.003394982,0.01279446,0.01925173,0.003687767,0.005032251,0.009558523,0.008054674,0.002541455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01065752,"about_ca_system_score_gemma":0.05832486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01456296,"about_ca_topic_score_gemma":0.03420612,"domain_scores_codex":[0.613933,0.25418,0.09496481,0.007528091,0.0269793,0.002414786],"domain_scores_gemma":[0.3979938,0.3936552,0.04817756,0.02538728,0.131785,0.003001122],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001224028,0.0006146566,0.008783833,0.243152,0.005438028,0.001319302,0.02716697,0.00662529,0.002155675,0.04760742,0.1223755,0.5335373],"study_design_scores_gemma":[0.002482345,0.001445659,0.01199487,0.1966985,0.01241071,0.001005703,0.01197857,0.01506014,0.007377557,0.08729507,0.6513865,0.0008643313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.01251138,0.02268608,0.5544726,0.01974721,0.005211893,0.3150349,0.02862984,0.00472649,0.03697969],"genre_scores_gemma":[0.016596,0.002943984,0.8714734,0.0008993885,0.0001181408,0.1041811,0.002286873,0.000256857,0.001244312],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6972075,"threshold_uncertainty_score":0.8597809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6770211745894195,"score_gpt":0.5497581255568043,"score_spread":0.1272630490326152,"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."}}