{"id":"W4285591193","doi":"10.1097/md.0000000000029850","title":"Cross-sectional comparison of age- and gender-related comorbidities in people living with HIV in Canada","year":2022,"lang":"en","type":"article","venue":"Medicine","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; St. Joseph's Hospital; Gilead Sciences (Canada); University of Ottawa; Innovative Medicines Canada; Wellesley Institute; St. Clair College; Maple Leaf Medical Clinic","funders":"","keywords":"Medicine; Cross-sectional study; Human immunodeficiency virus (HIV); Gerontology; Comorbidity; Demography; Young adult; Family medicine; Psychiatry; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005022122,0.0002726868,0.0004319472,0.001238806,0.001733036,0.0009197771,0.0006863382,0.0004066446,0.001136015],"category_scores_gemma":[0.001958065,0.0003398188,0.0005469415,0.003534294,0.0004712177,0.0003553509,0.0007201806,0.0005218559,0.0001142833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008701582,"about_ca_system_score_gemma":0.008713888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9703671,"about_ca_topic_score_gemma":0.9800715,"domain_scores_codex":[0.9992965,0.00005552287,0.00005909714,0.0001262256,0.0002384421,0.0002241649],"domain_scores_gemma":[0.9984819,0.0001096988,0.000338313,0.00005163168,0.0006328613,0.0003855808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002365423,0.000009831874,0.9990274,0.000008084457,0.00002786379,0.00002589835,0.0001397614,0.00002531476,0.00003929544,0.00001326723,0.0001102577,0.0005492151],"study_design_scores_gemma":[0.000002256938,0.00001070442,0.9993057,0.00000806716,0.00001265335,0.0000347659,0.0003870545,0.00008650595,0.00001276554,0.00000607341,0.0001307327,0.000002778097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996796,0.0003346525,0.00004488015,0.00006209986,0.000004546719,0.00002678984,0.002033724,0.000003316207,0.0006941039],"genre_scores_gemma":[0.9984244,0.0002541833,0.00006511893,0.0000545417,0.000003231533,0.00001135202,0.001015327,0.000001699185,0.0001700502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02963293,"threshold_uncertainty_score":0.06313467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03948505900751017,"score_gpt":0.3271261520281817,"score_spread":0.2876410930206715,"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."}}