{"id":"W4386189719","doi":"10.1007/s10461-023-04156-3","title":"Depressive Symptoms, the Impact on ART Continuation, and Factors Associated with Symptom Improvement Among a Cohort of People Living with HIV in British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"AIDS and Behavior","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Simon Fraser University; AIDS Vancouver","funders":"Ministry of Health, British Columbia","keywords":"Health psychology; Public health; Human immunodeficiency virus (HIV); Cohort; Depressive symptoms; Cohort study; Medicine; Gerontology; Depression (economics); Continuation; Psychiatry; Demography; Environmental health; Psychology; Family medicine; Sociology; Anxiety; 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":[0.000345671,0.0003390137,0.000541576,0.0009754025,0.0030747,0.001479681,0.001332127,0.0007025527,0.001512106],"category_scores_gemma":[0.001170017,0.0004243572,0.000657024,0.002560076,0.0005676741,0.0003871693,0.0008075717,0.001336112,0.0002445366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009782328,"about_ca_system_score_gemma":0.01050148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9854543,"about_ca_topic_score_gemma":0.989453,"domain_scores_codex":[0.9995024,0.00004871529,0.00004114113,0.0000650035,0.0001285084,0.0002142189],"domain_scores_gemma":[0.9989214,0.00004957219,0.0001499012,0.00003110164,0.0004287762,0.0004192129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006774972,0.00006431572,0.9973962,0.0000122512,0.00004608819,0.0001137461,0.0005121394,0.00004114765,0.0001158423,0.00002490451,0.0004137963,0.00119181],"study_design_scores_gemma":[0.000004623657,0.00001610147,0.9981804,0.0000150171,0.00002058173,0.00004011191,0.001454842,0.00008642039,0.00001091666,0.000008657271,0.0001567481,0.000005665893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997143,0.0004136437,0.00002194467,0.0001919694,0.00001215067,0.00002045886,0.001172824,0.000002688485,0.001021371],"genre_scores_gemma":[0.9981021,0.0003541999,0.00004187035,0.00009514223,0.000005243218,0.00001123763,0.0006665753,0.000002225651,0.0007213621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01454568,"threshold_uncertainty_score":0.07097608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007358906769588355,"score_gpt":0.2554345552226654,"score_spread":0.248075648453077,"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."}}