{"id":"W6902157277","doi":"10.6084/m9.figshare.24465064","title":"Additional file 1 of Examining the secondary impacts of the COVID-19 pandemic on syndemic production and PrEP use among gay, bisexual and other men who have sex with men (GBM) in Vancouver, Canada","year":2023,"lang":"en","type":"article","venue":"Open MIND","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of Toronto; Institut National de Santé Publique du Québec; University of Victoria; McGill University; University of British Columbia","funders":"","keywords":"Syndemic; Pandemic; Men who have sex with men; Production (economics); Disadvantage","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001191547,0.0008323158,0.001260668,0.003284609,0.003154846,0.002160712,0.002430116,0.001184686,0.6439012],"category_scores_gemma":[0.02469975,0.0007347115,0.001333315,0.007709993,0.0004688949,0.001212072,0.00143595,0.001263568,0.03618706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008305184,"about_ca_system_score_gemma":0.02788556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9088434,"about_ca_topic_score_gemma":0.9311101,"domain_scores_codex":[0.9989135,0.0001420677,0.0001564127,0.0001756257,0.0002878914,0.0003243428],"domain_scores_gemma":[0.9845579,0.006540071,0.00112375,0.000833541,0.005828299,0.001116399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001316096,0.0001025078,0.02210435,0.001859963,0.00009337576,0.00005968177,0.0002917538,0.0005259197,0.00002341049,0.0007904979,0.967887,0.006129826],"study_design_scores_gemma":[0.005288447,0.0002525344,0.4347804,0.009770194,0.0006093598,0.0004578746,0.008392849,0.003321366,0.0003908969,0.004960227,0.5315071,0.0002687096],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.00059899,0.00001784932,0.00004312495,0.00009173723,0.00001769679,0.00008485213,0.9980307,0.0000250285,0.001090015],"genre_scores_gemma":[0.0352929,0.0003795244,0.00285336,0.0007476654,0.00009064006,0.003935395,0.9297823,0.0002226784,0.02669566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6439012,"threshold_uncertainty_score":0.5079316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08829391775391177,"score_gpt":0.3497792774312412,"score_spread":0.2614853596773294,"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."}}