{"id":"W4393931094","doi":"10.32920/25436797.v1","title":"HIV Optimism and High-Risk Sexual Behavior in Two Cohorts of Men Who Have Sex With Men","year":2024,"lang":"en","type":"preprint","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optimism; Human immunodeficiency virus (HIV); Men who have sex with men; Demography; Medicine; Psychology; Clinical psychology; Social psychology; Virology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002177146,0.0004526191,0.0005168634,0.0006216336,0.001300933,0.001226858,0.0006874736,0.001360736,0.003070946],"category_scores_gemma":[0.008990857,0.0006500413,0.002519032,0.000560765,0.0005091829,0.0007609621,0.001358572,0.002496113,0.0003802592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006042557,"about_ca_system_score_gemma":0.0009003914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02713069,"about_ca_topic_score_gemma":0.02788017,"domain_scores_codex":[0.999346,0.0003188466,0.00003808025,0.0001032486,0.00007383908,0.000119991],"domain_scores_gemma":[0.9975381,0.0005892418,0.0006696645,0.000373581,0.0002483481,0.000581225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004111947,0.001360957,0.9772205,0.0001213438,0.001769234,0.0001647287,0.002802205,0.00008776553,0.0002080111,0.0003816153,0.001498833,0.0102728],"study_design_scores_gemma":[0.000478379,0.0008216826,0.9946287,0.0000707677,0.0007479414,0.0001795141,0.001583406,0.000318821,0.00009922041,0.0004119897,0.0006297313,0.0000299459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964546,0.001242594,0.00008174144,0.0006595411,0.00007754329,0.0000494827,0.0005658151,0.00000266753,0.0008660323],"genre_scores_gemma":[0.9964341,0.0007466704,0.0001752016,0.0003762255,0.00006659855,0.00009531607,0.0007806699,0.000002644852,0.001322501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02713069,"threshold_uncertainty_score":0.05394554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958367050221961,"score_gpt":0.3460993632767552,"score_spread":0.3265156927745356,"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."}}