{"id":"W4390997538","doi":"10.2196/preprints.40493","title":"HIV Prevention and Treatment Interventions for Black Men Who Have Sex With Men in Canada: Scoping Systematic Review (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Men who have sex with men; PsycINFO; Psychological intervention; Systematic review; Medicine; Cochrane Library; Scopus; MEDLINE; Checklist; Gerontology; Family medicine; Reproductive health; Meta-analysis; Human immunodeficiency virus (HIV); Psychology; Population; Environmental health; Nursing; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01424304,0.001450098,0.006981952,0.01193335,0.002349899,0.005368534,0.002287659,0.002787864,0.007426281],"category_scores_gemma":[0.07132183,0.001042828,0.005965843,0.0207126,0.001398084,0.002124707,0.002123472,0.001598479,0.0004694372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02514158,"about_ca_system_score_gemma":0.1376946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3609824,"about_ca_topic_score_gemma":0.6047671,"domain_scores_codex":[0.9902361,0.002870683,0.003153237,0.0006310529,0.002475271,0.0006336171],"domain_scores_gemma":[0.9640012,0.0180829,0.006308113,0.0005444069,0.01030162,0.0007618544],"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":[0.0001801976,0.00001997281,0.001080794,0.9396566,0.00353173,0.00006624505,0.0004811827,0.00008226604,0.0001196868,0.0002882729,0.007050586,0.04744261],"study_design_scores_gemma":[0.0001139078,0.00004932398,0.003693803,0.9641047,0.01350794,0.00006301676,0.0004053063,0.00004613748,0.0001018759,0.0001098021,0.0177812,0.00002305212],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001402508,0.9923045,0.0001806923,0.0009668714,0.0003667483,0.001817874,0.001934972,0.00001864296,0.00100714],"genre_scores_gemma":[0.0119914,0.9816765,0.00112477,0.001174064,0.0001214565,0.002652089,0.0008805461,0.00001066492,0.0003685138],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6390176,"threshold_uncertainty_score":0.7177626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05240014726077635,"score_gpt":0.3713406831391934,"score_spread":0.3189405358784171,"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."}}