{"id":"W4409418158","doi":"10.1111/hiv.70031","title":"Longitudinal associations between social determinants of health and well‐being among women living with <scp>HIV</scp> in Canada: A latent class analysis","year":2025,"lang":"en","type":"article","venue":"HIV Medicine","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; McGill University; McGill University Health Centre; Simon Fraser University; Women's College Hospital; University of Toronto","funders":"Oxford Academic Health Science Centre; Canadian HIV Trials Network, Canadian Institutes of Health Research; Canadian Institutes of Health Research; Ontario HIV Treatment Network","keywords":"Medicine; Demography; Odds ratio; Longitudinal study; Logistic regression; Latent class model; Odds; Gerontology; Multivariate analysis; Social determinants of health; Social support; Generalized estimating equation; Public health; Psychology; Social psychology; Internal medicine; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001582453,0.0001621245,0.001005225,0.0005875434,0.001025114,0.000003916919,0.0001248838,0.0001353998,0.00005237201],"category_scores_gemma":[0.0006362969,0.0001422149,0.00003330169,0.001429515,0.0001237457,0.00008436511,0.00009964855,0.0005897489,0.000002397793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001621235,"about_ca_system_score_gemma":0.002721055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6498428,"about_ca_topic_score_gemma":0.9387553,"domain_scores_codex":[0.9969504,0.0005508921,0.001120853,0.0002928936,0.0003882942,0.0006966588],"domain_scores_gemma":[0.9971784,0.001590009,0.0006770666,0.0001682879,0.0001499292,0.000236349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004461612,0.00002361032,0.9621001,0.0004081847,0.0001722542,0.000003715944,0.03372319,0.00002203756,1.829153e-7,0.0003931493,0.002872808,0.0002762295],"study_design_scores_gemma":[0.0008745692,0.00007170994,0.9712757,0.001062981,0.0001961459,1.054887e-7,0.02512485,0.0007323711,2.315443e-7,0.0001245687,0.000487803,0.00004899841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927679,0.0001715726,0.0001125936,0.00438831,0.0001291293,0.0004570469,0.00007369254,0.0000211878,0.001878513],"genre_scores_gemma":[0.9980701,0.00006608245,0.00005242433,0.0007729907,0.0001133599,0.00005690368,0.00007791702,0.00001054661,0.000779662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2889125,"threshold_uncertainty_score":0.7884449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07691229026566025,"score_gpt":0.391656965387995,"score_spread":0.3147446751223348,"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."}}