{"id":"W4403381503","doi":"10.5114/hivar/149968","title":"Male involvement in prevention of mother-to-child transmission of HIV, and its association with knowledge and residence in Ethiopia: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"HIV & AIDS Review","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Residence; Meta-analysis; Human immunodeficiency virus (HIV); Transmission (telecommunications); Medicine; Demography; Environmental health; Psychology; Family medicine; Sociology; Telecommunications; Computer science; Pathology","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":[0.01040134,0.002366218,0.01561444,0.006831926,0.0006876623,0.003459461,0.001737103,0.002140486,0.002886767],"category_scores_gemma":[0.02256011,0.001343947,0.03318553,0.006394344,0.0006743927,0.001744498,0.001329611,0.001518664,0.0001739021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002416888,"about_ca_system_score_gemma":0.004541343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008488585,"about_ca_topic_score_gemma":0.01888291,"domain_scores_codex":[0.9941215,0.002486205,0.001809171,0.0005785454,0.0007336209,0.0002710548],"domain_scores_gemma":[0.9864759,0.0100732,0.002007499,0.0002611656,0.0009830456,0.0001993074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001472128,0.00005841456,0.005442495,0.628399,0.3443257,0.0002079082,0.0001670121,0.0004994788,0.0002318499,0.0001328811,0.0005621781,0.01850108],"study_design_scores_gemma":[0.0004120371,0.0002802385,0.006339981,0.06612886,0.9241932,0.0001895811,0.00009896033,0.000204776,0.0001327633,0.0001450703,0.001845769,0.00002874989],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004432768,0.9944941,0.0001991526,0.0001330605,0.00006874377,0.0002131012,0.0002739796,0.00001095066,0.0001739643],"genre_scores_gemma":[0.09622817,0.9003881,0.00141158,0.0004828082,0.0001526713,0.0007245485,0.0003965143,0.00001119086,0.0002044956],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01561444,"threshold_uncertainty_score":0.05500817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07966368508681214,"score_gpt":0.3311077398781825,"score_spread":0.2514440547913703,"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."}}