{"id":"W3203029536","doi":"10.1371/journal.pone.0258383","title":"Characteristics of new HIV diagnoses over 1995–2019: A clinic-based study in Montréal, Canada","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian HIV Trials Network, Canadian Institutes of Health Research; Canadian Institutes of Health Research; Canadian Foundation for AIDS Research","keywords":"Medicine; Cohort; Human immunodeficiency virus (HIV); HIV diagnosis; Men who have sex with men; Public health; Demography; Concomitant; Sexual health clinic; Treatment as prevention; Young adult; Antiretroviral therapy; Viral load; Pediatrics; Internal medicine; Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002973045,0.001015491,0.0014131,0.003093347,0.002257589,0.002071733,0.003130745,0.001048098,0.002635101],"category_scores_gemma":[0.006318159,0.0007603879,0.002867258,0.01026702,0.0009810611,0.0006099322,0.001146268,0.001085453,0.0002090128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04605411,"about_ca_system_score_gemma":0.0330599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.993786,"about_ca_topic_score_gemma":0.9940211,"domain_scores_codex":[0.996568,0.0005298971,0.000320078,0.0008495282,0.0009748485,0.0007576664],"domain_scores_gemma":[0.9939627,0.0005921197,0.00185838,0.0002513147,0.002472818,0.0008627312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003864005,0.00003570211,0.9888288,0.0004933024,0.003071905,0.0001116496,0.0002565372,0.0002864864,0.0001111691,0.00008157483,0.002785399,0.003551047],"study_design_scores_gemma":[0.0001241373,0.00006555551,0.9952269,0.0003065368,0.001843156,0.00008014309,0.0003902078,0.0005499726,0.00005337255,0.0000273733,0.001300143,0.00003252018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8905298,0.05400255,0.0006630277,0.002056342,0.0001734709,0.000374905,0.04864149,0.00008891108,0.003469574],"genre_scores_gemma":[0.9880822,0.004828617,0.0002961662,0.0004705054,0.00004107664,0.00008791259,0.005614779,0.00001623963,0.0005624327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04605411,"threshold_uncertainty_score":0.3341475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05740638953143908,"score_gpt":0.3182149312820168,"score_spread":0.2608085417505777,"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."}}