{"id":"W4392175175","doi":"10.1007/978-3-030-95352-2_48-1","title":"HIV Prevention and Community Engagement","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Human immunodeficiency virus (HIV); Community engagement; Medicine; Psychology; Environmental health; Virology; Political science; Public relations","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":[0.0008621209,0.0006978774,0.000384822,0.0008899952,0.004225965,0.006847188,0.000994458,0.003675953,0.05600248],"category_scores_gemma":[0.001255928,0.0003162792,0.0002448605,0.001124046,0.003548257,0.00394359,0.003984252,0.005018616,0.0127317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003306614,"about_ca_system_score_gemma":0.00504624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044226,"about_ca_topic_score_gemma":0.03544588,"domain_scores_codex":[0.9992441,0.0003262828,0.00001229046,0.00005890251,0.0001926732,0.0001659039],"domain_scores_gemma":[0.9996638,0.0001476165,0.00001635636,0.00002871975,0.00004674279,0.00009676956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007299438,0.0001118276,0.0001213854,0.00009556982,0.00000231834,0.00008523453,0.00438141,0.0001267553,0.00006826375,0.4966943,0.3980406,0.100265],"study_design_scores_gemma":[0.000002790448,0.00001074239,0.0001946897,0.0002758741,0.000001268462,0.00007504161,0.001992441,0.00006357454,0.00003771351,0.05854316,0.938799,0.000003774576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004218345,0.01056328,0.0006679085,0.008137058,0.001145696,0.00003601375,0.00001846503,0.00002074009,0.9789889],"genre_scores_gemma":[0.01053717,0.006489743,0.0003987585,0.0050222,0.0004521245,0.00009283316,0.00002724772,0.00003352528,0.9769464],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05600248,"threshold_uncertainty_score":0.187347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5812018376192205,"score_gpt":0.4731965836465497,"score_spread":0.1080052539726708,"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."}}