{"id":"W7103894611","doi":"10.1921/swssr20252442","title":"Aging, Sexual Orientation, and Neighbourhood Deprivation: CLSA and CANUE data","year":2025,"lang":"","type":"article","venue":"Social Work and Social Sciences Review","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Neighbourhood (mathematics); Population; Human sexuality; Psychological intervention; Public health; Reproductive health; Longitudinal study; Health equity","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002605475,0.0002974834,0.0006883416,0.0001200649,0.006655899,0.0005145972,0.0005708732,0.0002929901,0.0003398406],"category_scores_gemma":[0.0002486356,0.0002979048,0.00005281111,0.002244493,0.002281905,0.0004060146,0.0005663838,0.0003997857,0.00001598828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006752904,"about_ca_system_score_gemma":0.0007412974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002655615,"about_ca_topic_score_gemma":0.001387979,"domain_scores_codex":[0.9963584,0.0008278624,0.0007107911,0.001067207,0.0003856841,0.0006500869],"domain_scores_gemma":[0.9988525,0.0002290222,0.0003789563,0.0002741916,0.000116644,0.0001486916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001097607,0.00007201223,0.247553,0.006985527,0.00008346602,0.000003020052,0.008636896,1.183735e-8,4.00298e-7,0.1811312,0.07271199,0.4828116],"study_design_scores_gemma":[0.0007291325,0.00007910751,0.5436981,0.0005011779,0.0006648245,0.000004785284,0.001910109,0.000003902429,4.442532e-8,0.009892948,0.4420749,0.0004408815],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08636843,0.6315826,0.0000659475,0.2427583,0.002818951,0.00140741,0.0001799839,0.00005027126,0.03476815],"genre_scores_gemma":[0.4570084,0.5059928,0.0001129161,0.02473239,0.003532396,0.00005232117,0.000113518,0.00002574407,0.008429513],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4823707,"threshold_uncertainty_score":0.9999473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006868496279433,"score_gpt":0.4626618576881668,"score_spread":0.3619750080602235,"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."}}