{"id":"W4402476271","doi":"10.1371/journal.pgph.0003687","title":"Association between mass media exposure and HIV testing uptake in Cameroon","year":2024,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Nipissing University; The Scarborough Hospital","funders":"","keywords":"Mass media; Medicine; Socioeconomic status; Demography; Human immunodeficiency virus (HIV); Psychosocial; Environmental health; Population; Immunology; Advertising; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.004175278,0.0002319744,0.0005207857,0.0001682324,0.000554132,0.00004927095,0.0001448833,0.0003240481,0.00007103145],"category_scores_gemma":[0.003278789,0.0001977076,0.0000307024,0.001202237,0.00004409899,0.0003322947,0.000112766,0.001247688,0.0002945957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002904128,"about_ca_system_score_gemma":0.002607624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005203353,"about_ca_topic_score_gemma":0.0004283348,"domain_scores_codex":[0.9950733,0.001219833,0.001008925,0.0007226021,0.0005883655,0.001386996],"domain_scores_gemma":[0.9975739,0.0009638605,0.0003089341,0.0002567519,0.0002193274,0.0006772014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000556657,0.00009410583,0.9557592,0.001481408,0.0000421683,0.000006613827,0.003119226,6.298631e-7,0.00001057383,0.001289922,0.01064951,0.02754103],"study_design_scores_gemma":[0.0005261239,0.0001212292,0.9513447,0.0007858003,0.00001422155,0.000001732873,0.003785925,0.0002926168,6.647612e-7,0.001780599,0.04114279,0.0002035709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8529311,0.00327138,0.0003742932,0.1327877,0.001531028,0.001599796,0.0004264806,0.00061372,0.006464476],"genre_scores_gemma":[0.9927149,0.0002096493,0.0009340253,0.002889895,0.002127191,0.00007051745,0.0001317304,0.00003588393,0.000886231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1397838,"threshold_uncertainty_score":0.8062283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2071076238620886,"score_gpt":0.4197872546279919,"score_spread":0.2126796307659034,"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."}}