{"id":"W4403750078","doi":"10.1186/s12879-024-10105-9","title":"Prevalence of medication overload among older people with HIV: a MedSafer study","year":2024,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre; Canadian Respiratory Research Network; McGill University","funders":"Health Canada","keywords":"Medical microbiology; Parasitology; Tropical medicine; Medicine; Human immunodeficiency virus (HIV); Family medicine; Internal medicine; Gerontology; Virology; 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":[0.001166123,0.0003026137,0.0004096729,0.001646969,0.0006501987,0.0007388896,0.0005481745,0.0005058103,0.001073104],"category_scores_gemma":[0.002401889,0.000408894,0.0004875579,0.001735492,0.0003603837,0.0009009598,0.0009621433,0.0004841732,0.0003487133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006374482,"about_ca_system_score_gemma":0.0005236492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02202701,"about_ca_topic_score_gemma":0.02779085,"domain_scores_codex":[0.9991709,0.0002063102,0.0001301305,0.0001791463,0.00022145,0.0000920251],"domain_scores_gemma":[0.9976161,0.0002558579,0.001229601,0.0001979881,0.0003059743,0.0003946072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000289071,0.00001744711,0.9991825,0.000007455701,0.00001479053,0.00002719194,0.0001191624,0.000005642476,0.00003661135,0.00000420363,0.00007117344,0.0004848661],"study_design_scores_gemma":[0.00000503222,0.00005316455,0.9994286,0.000007887937,0.00001223315,0.0001133203,0.000199433,0.00005296481,0.00001558938,0.000004431539,0.0001048339,0.000002494829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983532,0.0001535095,0.00005418895,0.00003993532,0.00000252636,0.00002580674,0.001072663,0.000003613477,0.0002945841],"genre_scores_gemma":[0.9984835,0.0001400368,0.0001320101,0.00007743501,0.00001518245,0.00003052861,0.0009936008,0.000002445506,0.0001252038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02202701,"threshold_uncertainty_score":0.04379761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00917562460190384,"score_gpt":0.2946059909774446,"score_spread":0.2854303663755408,"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."}}