{"id":"W2108463307","doi":"10.1093/heapro/dau113","title":"Perceived vulnerability and HIV testing among youth in Cape Town, South Africa","year":2014,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Vulnerability (computing); Perception; Psychology; Test (biology); Risk perception; Social psychology; Behavior change; Ordered logit; Environmental health; Demography; Geography; Developmental psychology; Medicine; Sociology; Computer security","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":[0.002839023,0.0001872787,0.000312997,0.000210354,0.0007271295,0.00001310408,0.0001527726,0.0001531159,0.0003188617],"category_scores_gemma":[0.00139454,0.0001614374,0.00002792573,0.000225476,0.0001290899,0.0001983197,0.0001313464,0.0009365226,0.00007290349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004624795,"about_ca_system_score_gemma":0.0003225148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003517611,"about_ca_topic_score_gemma":0.0001761873,"domain_scores_codex":[0.9962261,0.001258816,0.0008917364,0.0006543529,0.0003683658,0.0006006358],"domain_scores_gemma":[0.9984519,0.0002596104,0.0004578849,0.0002496314,0.0003042235,0.0002767739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003734615,0.0003067117,0.9503009,0.0003868745,0.000005725371,5.952243e-7,0.0454898,0.00002545572,0.00003214323,0.0006273576,0.0002886705,0.002498452],"study_design_scores_gemma":[0.001051113,0.0001917853,0.984174,0.0004814045,0.000003504497,0.000001287242,0.008237859,0.003744435,0.000001558853,0.0009441326,0.001012728,0.0001561579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817674,0.0000289064,0.002117958,0.006751849,0.001240615,0.001208654,0.00004967738,0.0001424878,0.006692418],"genre_scores_gemma":[0.9953374,0.000009189215,0.0009218184,0.000681664,0.0008645777,0.0001072408,0.00007813386,0.00002307445,0.001976942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03725194,"threshold_uncertainty_score":0.6583227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2001532412946554,"score_gpt":0.4261812384522696,"score_spread":0.2260279971576142,"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."}}