{"id":"W7019447167","doi":"","title":"HIV treatments optimism among gay men: An international perspective","year":2003,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optimism; Human immunodeficiency virus (HIV); Perspective (graphical); Multivariate analysis; Optimism bias; Cross-sectional study","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":[0.0009030776,0.0001600015,0.0001339002,0.0004951492,0.0007063376,0.001357917,0.0001243113,0.0002777419,0.001964317],"category_scores_gemma":[0.001166953,0.00008393647,0.00014267,0.0004284871,0.0007071961,0.000951358,0.0006929639,0.0007210122,0.00009238184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005802374,"about_ca_system_score_gemma":0.0004861273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002796061,"about_ca_topic_score_gemma":0.005942004,"domain_scores_codex":[0.999684,0.0002042165,0.000009842579,0.00001511137,0.00003562766,0.00005122526],"domain_scores_gemma":[0.999508,0.0001106954,0.0001530612,0.0000101376,0.00005508526,0.0001630424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002448853,0.0003511398,0.7377994,0.0004918477,0.0001507634,0.00118961,0.08221252,0.000480879,0.001001561,0.009785968,0.008049199,0.1582422],"study_design_scores_gemma":[0.00002404006,0.0003986773,0.8504909,0.001140135,0.00006537951,0.001800225,0.112929,0.0004454668,0.0003466656,0.003211845,0.02912378,0.00002396473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9288745,0.02594915,0.0002767569,0.01898999,0.0001638933,0.0000127912,0.00009559519,0.000005488766,0.02563181],"genre_scores_gemma":[0.9925161,0.0063429,0.0001063824,0.0003868892,0.00009460552,0.000003223289,0.00001473694,8.246715e-7,0.0005343701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002796061,"threshold_uncertainty_score":0.006571352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183193190989069,"score_gpt":0.2555021085670929,"score_spread":0.2436701766572022,"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."}}