{"id":"W4416946977","doi":"10.1093/heapro/daaf207","title":"‘She mustn’t be the mother alone’: motivators, barriers, and recommendations for men’s engagement with reproductive research in South Africa","year":2025,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; South African Medical Research Council; King's College London; UK Research and Innovation","keywords":"Reproductive health; Focus group; Sociocultural evolution; Qualitative research; Public engagement; Theme (computing); Community-based participatory research","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002227804,0.00009736367,0.0001570469,0.0002372043,0.0003789413,0.00002864766,0.0001044582,0.000042376,0.0001583952],"category_scores_gemma":[0.0002047889,0.00006457485,0.00002290862,0.0002579591,0.00009123748,0.00007200414,0.00006501182,0.0003666033,0.000003313801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004649604,"about_ca_system_score_gemma":0.0004089026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002237147,"about_ca_topic_score_gemma":0.00005105109,"domain_scores_codex":[0.9984043,0.0002947684,0.000313823,0.0003640757,0.0003320429,0.0002909925],"domain_scores_gemma":[0.9991895,0.0001110251,0.00009369354,0.0001997353,0.0002917001,0.000114367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003246723,0.002173689,0.3238009,0.002096323,0.000698796,0.00001568834,0.07555572,0.00006767995,0.0001048254,0.2033808,0.3628319,0.02602693],"study_design_scores_gemma":[0.006798211,0.001983735,0.24667,0.001892641,0.00003667106,0.00003280705,0.02062941,0.001069575,0.0002478143,0.01373496,0.7066815,0.0002226079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1330234,0.0002791496,0.001571895,0.8529271,0.0004540298,0.003346378,0.0001444347,0.00004890252,0.008204634],"genre_scores_gemma":[0.9915746,0.0001147218,0.00127868,0.002845403,0.0001979028,0.0004573895,0.00006376581,0.00001227526,0.003455266],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8585511,"threshold_uncertainty_score":0.2914549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106937273757495,"score_gpt":0.4224765891749208,"score_spread":0.3155393154174258,"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."}}