{"id":"W2022734519","doi":"10.1080/07399332.2015.1005305","title":"Working “Upstream”: Why We Shouldn't Use Heterosexual Women as Health Promotion Change Agents in HIV-Prevention Interventions Aimed at Heterosexual Men","year":2015,"lang":"en","type":"article","venue":"Health Care For Women International","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Calgary","funders":"","keywords":"Psychological intervention; Empowerment; Poverty; Health promotion; Psychology; Upstream (networking); Inequality; Reproductive health; Gerontology; Social psychology; Medicine; Public health; Economic growth; Environmental health; Nursing; Population; Psychiatry; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001340948,0.0002248056,0.000398422,0.0003861766,0.0007465271,0.0002377717,0.0003380921,0.0001117633,0.0001148316],"category_scores_gemma":[0.000208912,0.0002542231,0.0001438425,0.0002679235,0.00006267655,0.0006985136,0.0002630839,0.000179914,0.0000507533],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009627195,"about_ca_system_score_gemma":0.0004324452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004331913,"about_ca_topic_score_gemma":0.05583058,"domain_scores_codex":[0.9964234,0.000425997,0.0007590801,0.0005270926,0.0008743762,0.0009900603],"domain_scores_gemma":[0.9985186,0.00004243922,0.0004636333,0.0001824725,0.0002919328,0.0005009625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003687291,0.001049629,0.1404912,0.0004889335,0.000207486,0.000005553822,0.7506863,0.00004187619,0.000003876557,0.001314428,0.07875071,0.02659127],"study_design_scores_gemma":[0.004027072,0.002442053,0.02663917,0.0004999344,0.000005633005,0.000005395471,0.4327063,0.0001540038,0.000003721533,0.002877526,0.5301546,0.0004846318],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317408,0.001087102,0.0004303356,0.05746316,0.004582519,0.003124564,0.0003189622,0.0001677403,0.001084847],"genre_scores_gemma":[0.9813294,0.0005068135,0.0002215781,0.001134955,0.0006465919,0.001767099,0.0004981192,0.00003319347,0.01386218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4514039,"threshold_uncertainty_score":0.999991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3594647854946312,"score_gpt":0.4658371551440997,"score_spread":0.1063723696494684,"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."}}