{"id":"W4405700537","doi":"10.1007/978-3-031-56681-3_48","title":"HIV Prevention and Community Engagement","year":2024,"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; Psychology; Medicine; Political science; Virology; 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":[0.0008870859,0.0007155188,0.0003933211,0.0008914286,0.004268074,0.006884446,0.00101843,0.003850245,0.05653905],"category_scores_gemma":[0.001287391,0.0003212619,0.0002475275,0.001120141,0.003604796,0.004043672,0.004065305,0.005120779,0.01290463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003299301,"about_ca_system_score_gemma":0.0050219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022996,"about_ca_topic_score_gemma":0.03485782,"domain_scores_codex":[0.9992083,0.0003442076,0.00001267484,0.00006167636,0.0002006097,0.0001726223],"domain_scores_gemma":[0.9996573,0.0001529164,0.0000164366,0.00002896599,0.00004633045,0.00009801807],"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":[0.000007389476,0.0001136364,0.0001194451,0.00009506603,0.000002336748,0.00008312995,0.004307525,0.0001235167,0.00006859532,0.4922944,0.403002,0.09978299],"study_design_scores_gemma":[0.000002895435,0.00001097763,0.0001963781,0.0002780227,0.00000130432,0.00007284279,0.001972636,0.00006243797,0.00003754417,0.05928507,0.938076,0.000003845703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004248638,0.01103831,0.0006809925,0.008559157,0.001203408,0.00003717903,0.00001898887,0.00002138026,0.9780157],"genre_scores_gemma":[0.0104861,0.00641061,0.0003995856,0.005297012,0.0004654436,0.00009538454,0.00002717249,0.00003466817,0.976784],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05653905,"threshold_uncertainty_score":0.189142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4723358400858738,"score_gpt":0.4659364363989986,"score_spread":0.006399403686875138,"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."}}