{"id":"W4401582130","doi":"10.1177/23259582241273452","title":"Risk Factors for Depression Among Middle-Aged to Older People Living With HIV in Lima, Peru","year":2024,"lang":"en","type":"article","venue":"Journal of the International Association of Providers of AIDS Care (JIAPAC)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center","keywords":"Depression (economics); Medicine; Logistic regression; Psychological intervention; Human immunodeficiency virus (HIV); Demography; Quarter (Canadian coin); Gerontology; Risk factor; Descriptive statistics; Psychiatry; Family medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002624952,0.0001202892,0.0001568514,0.0005459813,0.0004887552,0.0004412323,0.0001870076,0.0002099369,0.001585793],"category_scores_gemma":[0.0009091743,0.0001234701,0.0001649198,0.000469305,0.0001535858,0.0002825457,0.0005197305,0.0002871699,0.00009579481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002886582,"about_ca_system_score_gemma":0.0002581661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01625458,"about_ca_topic_score_gemma":0.02520176,"domain_scores_codex":[0.999872,0.00004709005,0.00001207921,0.00001404293,0.00002329897,0.00003163765],"domain_scores_gemma":[0.9997742,0.00002785586,0.0001109106,0.000007797873,0.00002549167,0.00005374901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000269699,0.00005482465,0.99564,0.00003119259,0.00002498715,0.0001288782,0.0005620215,0.000008233518,0.0001194002,0.00002196177,0.0002488569,0.003132624],"study_design_scores_gemma":[0.00000438855,0.00005804324,0.9981534,0.0000481887,0.00001511271,0.0001945649,0.001036518,0.00004926423,0.00001624667,0.00002474302,0.0003976763,0.000001947946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975237,0.0008630011,0.00004606521,0.0003407306,0.000004685442,0.00002661091,0.0002495178,0.00000445449,0.0009412497],"genre_scores_gemma":[0.9989962,0.0005170889,0.00006201132,0.0001164248,0.000006583754,0.00001982644,0.0001275225,6.284799e-7,0.0001537752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01625458,"threshold_uncertainty_score":0.0323199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01185726661133059,"score_gpt":0.2864091058286349,"score_spread":0.2745518392173043,"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."}}