{"id":"W4290600442","doi":"10.3390/jpm12081294","title":"Prevalence of Physical Health, Mental Health, and Disability Comorbidities among Women Living with HIV in Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Personalized Medicine","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; St. Michael's Hospital; McGill University Health Centre; Simon Fraser University; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Comorbidity; Mental health; Cohort; Anxiety; Depression (economics); Body mass index; Psychiatry; Obesity; Health care; Gerontology; Internal medicine","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":[0.0005003707,0.0002642104,0.0004448379,0.001790833,0.003357705,0.001223986,0.00087946,0.0003480056,0.001977441],"category_scores_gemma":[0.00213249,0.0003481464,0.000468678,0.00447354,0.0005825965,0.000392725,0.0009531085,0.0006497307,0.0001243713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0191006,"about_ca_system_score_gemma":0.02509657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944963,"about_ca_topic_score_gemma":0.9970066,"domain_scores_codex":[0.9991461,0.00004511154,0.00005560501,0.0001091575,0.0003378111,0.0003062268],"domain_scores_gemma":[0.9987351,0.00007728954,0.0002553133,0.00003095684,0.0005381508,0.0003631904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002029201,0.00001732466,0.99555,0.00002955846,0.000024994,0.00005477851,0.0003351564,0.00004264812,0.00006867699,0.0000460426,0.0006950966,0.003115486],"study_design_scores_gemma":[0.00000549309,0.00001178642,0.9975131,0.00005364357,0.00002270077,0.00009595659,0.001440019,0.0001963962,0.00003561123,0.00002386756,0.0005921634,0.000009163575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987339,0.001594392,0.00009001987,0.0006653307,0.00001933734,0.00008186536,0.006638675,0.0000122803,0.003559147],"genre_scores_gemma":[0.9966337,0.001084032,0.0001661027,0.000186247,0.000008380894,0.00002669342,0.001371751,0.000003501471,0.0005195782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0191006,"threshold_uncertainty_score":0.1385852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534966334082422,"score_gpt":0.2986629577469793,"score_spread":0.283313294406155,"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."}}