{"id":"W4393965744","doi":"10.32920/25437103","title":"Gender Differences in Severity and Correlates of Depression Symptoms in People Living with HIV in Ontario, Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Human immunodeficiency virus (HIV); Psychiatry; Psychology; Clinical psychology; Medicine; Gerontology; Family medicine; Economics","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":[0.0002957667,0.000168028,0.0003202574,0.0007219807,0.00174952,0.0006827572,0.00049542,0.0002360791,0.001883514],"category_scores_gemma":[0.001339753,0.000203921,0.0003097128,0.001849566,0.0005184369,0.0002205376,0.0004682665,0.0003261216,0.0001402232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009232114,"about_ca_system_score_gemma":0.008515594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9863538,"about_ca_topic_score_gemma":0.9932863,"domain_scores_codex":[0.9996251,0.00003006443,0.00002267124,0.00004843403,0.0001323462,0.0001413185],"domain_scores_gemma":[0.9992261,0.0000521921,0.000190755,0.00001876978,0.0002643667,0.0002479701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005105777,0.00001203817,0.9954408,0.00001327153,0.00001789983,0.00006796373,0.001133584,0.0000272053,0.0001024728,0.00003570797,0.0006139842,0.002483845],"study_design_scores_gemma":[0.000003238931,0.000006828481,0.9985753,0.000009972195,0.000006265892,0.00002833108,0.001069346,0.00003753084,0.00001226698,0.000009064429,0.0002390963,0.000002643568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963761,0.0004982426,0.00002430575,0.0002942321,0.00001053637,0.00001215057,0.001220608,0.000002294539,0.001561461],"genre_scores_gemma":[0.9985867,0.0002817818,0.0000321137,0.00004762783,0.000003710528,0.000004933563,0.0004804643,0.00000149579,0.0005612198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01364619,"threshold_uncertainty_score":0.066984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01750866334983044,"score_gpt":0.2677547921172456,"score_spread":0.2502461287674152,"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."}}