{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005172241,0.0004184024,0.001284586,0.007825709,0.002615459,0.001973687,0.002012519,0.0005889045,0.006821014],"category_scores_gemma":[0.02133048,0.0003590298,0.001850007,0.02164332,0.0006034353,0.0008742457,0.003004199,0.001038797,0.001055119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009765225,"about_ca_system_score_gemma":0.02810301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9387318,"about_ca_topic_score_gemma":0.9724601,"domain_scores_codex":[0.9957853,0.0009085176,0.0005840439,0.0002551951,0.001761127,0.0007057905],"domain_scores_gemma":[0.9876084,0.001935028,0.001520621,0.001108559,0.006973122,0.0008541972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006310607,0.0002658965,0.7958964,0.009641418,0.001508842,0.0003240597,0.005165552,0.0005950063,0.0001460824,0.002588067,0.09279238,0.09044532],"study_design_scores_gemma":[0.00004446832,0.00006602485,0.9074342,0.004014533,0.0004269022,0.0001119796,0.006663407,0.0002163955,0.00007335489,0.0003152664,0.08057944,0.00005400438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3513123,0.03765325,0.001927367,0.002688695,0.0003260309,0.00308531,0.5553415,0.0001191337,0.04754639],"genre_scores_gemma":[0.6969079,0.02302959,0.00481273,0.001746726,0.0001276379,0.005954973,0.2573999,0.0001196142,0.009900896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06126815,"threshold_uncertainty_score":0.1232579,"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."}}