{"id":"W2336363030","doi":"10.2196/resprot.4873","title":"A Cross-Sectional Study on Attitudes to and Understanding of Risk of Acquisition of HIV: Design, Methods and Participant Characteristics","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Men who have sex with men; Medicine; Population; Cross-sectional study; Gerontology; Family medicine; Human immunodeficiency virus (HIV); Demography; Public health; Reproductive health; Environmental health; Nursing; Syphilis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009901565,0.0008667236,0.0007269737,0.001215167,0.001657824,0.0006420751,0.0006079493,0.001062375,0.004033083],"category_scores_gemma":[0.007841119,0.001366992,0.0007264962,0.001437754,0.0008629548,0.001000945,0.001001526,0.001048357,0.001213199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010823,"about_ca_system_score_gemma":0.00227359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005729105,"about_ca_topic_score_gemma":0.009980964,"domain_scores_codex":[0.9946285,0.003422506,0.0004877827,0.0005318439,0.0005492882,0.0003800511],"domain_scores_gemma":[0.9926958,0.002096185,0.001647012,0.0006736747,0.002041047,0.0008462564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002435711,0.007605311,0.9700662,0.0004048133,0.0001887776,0.0002006888,0.003635701,0.0001020518,0.001503282,0.0001595377,0.001221356,0.01247642],"study_design_scores_gemma":[0.001010781,0.02131571,0.9678559,0.0001283827,0.0002037458,0.0004199365,0.004348125,0.0002532612,0.0005701925,0.0001264416,0.003732351,0.00003518369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9730042,0.0003783779,0.003020266,0.0001664597,0.00005988653,0.01899586,0.00241347,0.00002308532,0.00193844],"genre_scores_gemma":[0.921313,0.000495752,0.01259327,0.001195215,0.0001161563,0.05823382,0.003017625,0.00001743241,0.003017783],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.009901565,"threshold_uncertainty_score":0.05236512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.576224846108305,"score_gpt":0.645192964541815,"score_spread":0.06896811843350992,"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."}}