{"id":"W4407204062","doi":"10.1101/2025.02.03.25321611","title":"Mpox Knowledge, Risk Perception, Attitudes and Willingness to Vaccinate in Colombia’s LGBTIQ+ Communities: Online Survey (CoSex)","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Risk perception; Perception; Psychology; Risk communication; Environmental health; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0006858988,0.0002639309,0.0002241548,0.0008546904,0.0006118419,0.0007660095,0.000226833,0.0003005438,0.002906325],"category_scores_gemma":[0.001784122,0.0001593067,0.000202885,0.0005322209,0.0002454521,0.0003483469,0.000689604,0.0003671255,0.0001942372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007290398,"about_ca_system_score_gemma":0.0007414275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04850766,"about_ca_topic_score_gemma":0.06479714,"domain_scores_codex":[0.999588,0.0001351434,0.00003919851,0.00005440316,0.00008576124,0.00009754328],"domain_scores_gemma":[0.9990708,0.0001701049,0.0003642045,0.00002967289,0.0001487905,0.0002164762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005172834,0.0002620724,0.9837111,0.0002290789,0.00001975065,0.0001519999,0.004466699,0.0000226905,0.0003822235,0.00003356663,0.0008990482,0.009769981],"study_design_scores_gemma":[0.00000722365,0.00009390671,0.9922179,0.0001024646,0.00001539616,0.000131964,0.006053595,0.00009060319,0.00005850752,0.00001650696,0.001204477,0.000007427615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969577,0.0002094694,0.00006042166,0.0001421331,0.000005483894,0.0000940328,0.0008037731,0.00000430943,0.001722652],"genre_scores_gemma":[0.9985943,0.0002435334,0.0002158566,0.00006895049,0.000006546676,0.0001087711,0.0004119494,0.000001087966,0.0003489425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04850766,"threshold_uncertainty_score":0.09645063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05078771571952868,"score_gpt":0.3516933404210523,"score_spread":0.3009056247015236,"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."}}