{"id":"W2347843768","doi":"","title":"Characteristics and Influencing Factors of HIV Related Behaviors in Men Who Have Sex with Men","year":2012,"lang":"en","type":"article","venue":"Huanjing yu zhiye yixue","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demography; Human immunodeficiency virus (HIV); Sexual behavior; Men who have sex with men; Medicine; Psychology; Gerontology; Clinical psychology; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004428649,0.0002918417,0.0006659353,0.0002908559,0.0000682851,0.00001979383,0.0001070331,0.0002036034,0.00005512927],"category_scores_gemma":[0.0002075573,0.000240345,0.00003413259,0.0002687028,0.0001450273,0.0002886046,0.00008759872,0.0004804949,0.00001362201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001508192,"about_ca_system_score_gemma":0.00008045673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004184845,"about_ca_topic_score_gemma":0.00005054402,"domain_scores_codex":[0.9981205,0.00007769514,0.0005761381,0.00031231,0.0003744416,0.0005388461],"domain_scores_gemma":[0.998813,0.0001440598,0.0002602792,0.0004022494,0.00008320236,0.0002972589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007187261,0.0001268963,0.9395524,0.0001150681,0.00004961355,0.00003371772,0.04984411,0.000006586018,0.009112418,0.00003055995,0.0001891031,0.0008676268],"study_design_scores_gemma":[0.001425783,0.0002208595,0.9634416,0.0004385234,0.0002027032,0.00004750821,0.02595423,0.0006378301,0.007171764,0.000006343399,0.0001764978,0.0002763524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896034,0.0001208127,0.00002029499,0.00007360397,0.00002969858,0.0004146525,0.00002520338,0.00006864611,0.009643707],"genre_scores_gemma":[0.9964291,0.00002361175,0.0002026647,0.00003362199,0.00006365079,0.00001140583,0.00005805787,0.00007085344,0.003107024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02388988,"threshold_uncertainty_score":0.9800985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02866773124306619,"score_gpt":0.3023309105947131,"score_spread":0.2736631793516469,"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."}}