{"id":"W2986528760","doi":"10.14745/ccdr.v45i11a02","title":"Newly diagnosed cases of HIV in those aged 50 years and older and those less than 50: 2008–2017","year":2019,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Demography; Public health; Epidemiology; Population; Human immunodeficiency virus (HIV); Gerontology; Men who have sex with men; Incidence (geometry); Environmental health; Syphilis; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003702607,0.0001410998,0.0004138015,0.0001323579,0.00007465617,0.00002556685,0.0001799491,0.00004836204,0.0001971071],"category_scores_gemma":[0.0006710714,0.0001330244,0.0000817926,0.0001441748,0.0001631589,0.000114626,0.0002371007,0.0002876638,0.000002012833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001144857,"about_ca_system_score_gemma":0.001447438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4677767,"about_ca_topic_score_gemma":0.5009169,"domain_scores_codex":[0.9985037,0.000156961,0.0004125368,0.000247906,0.000367299,0.0003116403],"domain_scores_gemma":[0.9977204,0.0002551283,0.0001318489,0.001205675,0.00009356843,0.0005933929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003089755,0.0004212153,0.8877944,0.0005796726,0.0001274623,0.01443532,0.0002655243,0.000007057861,0.0005820377,0.0000491343,0.09121605,0.004213143],"study_design_scores_gemma":[0.00215161,0.0001911021,0.9686447,0.001553641,0.00008131356,0.0003686732,0.001482367,0.0002957289,0.00006425581,0.00002571007,0.02496057,0.0001802873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820352,0.0131068,0.000003764355,0.000469662,0.00003217947,0.0005476468,0.0001457252,0.00001278697,0.003646299],"genre_scores_gemma":[0.9855497,0.00194443,0.00009308288,0.0000924362,0.00001448266,0.00003928383,0.0001745475,0.00002161296,0.01207036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08085033,"threshold_uncertainty_score":0.5424579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03619744449378715,"score_gpt":0.3235519765002518,"score_spread":0.2873545320064647,"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."}}