{"id":"W4413834794","doi":"10.24908/iqurcp18918","title":"Assessing the Efficacy of Risk Communication on the Knowledge, Awareness, and Beliefs of Human Papillomavirus among Women in Tanzania","year":2025,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Tanzania; Human papillomavirus; Risk communication; Environmental health; Psychology; Medicine; Socioeconomics; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002783253,0.0002932026,0.0002437624,0.0004824193,0.0004977655,0.0005284242,0.0002722423,0.0003143444,0.001521684],"category_scores_gemma":[0.01049133,0.0002798375,0.0002505682,0.0002281538,0.000351236,0.000329391,0.0006111658,0.0004505573,0.0001499287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004244251,"about_ca_system_score_gemma":0.000626911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004827802,"about_ca_topic_score_gemma":0.006171656,"domain_scores_codex":[0.9988782,0.0006278112,0.00007904036,0.00005331634,0.0002384723,0.000123086],"domain_scores_gemma":[0.9945232,0.002566837,0.001784264,0.0001637344,0.0004452726,0.0005167044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003070306,0.0004865823,0.9736429,0.0001424692,0.00006044643,0.0001643919,0.01104364,0.00005258287,0.000787696,0.00003633299,0.0003003467,0.01297549],"study_design_scores_gemma":[0.00003106476,0.001242307,0.9926252,0.00009067704,0.00004460138,0.0001085645,0.005040139,0.0002150039,0.0001415276,0.00002606289,0.0004247215,0.00001016063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992654,0.0001330434,0.00001845344,0.0001063612,0.000003949242,0.00001704618,0.00002787303,0.000001749702,0.0004261338],"genre_scores_gemma":[0.999642,0.00009272389,0.00007303338,0.00002715535,0.00000457581,0.000017904,0.00001797895,4.278411e-7,0.0001241737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004827802,"threshold_uncertainty_score":0.01471943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082723434940222,"score_gpt":0.4451088762330822,"score_spread":0.33683653273906,"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."}}