{"id":"W4403295838","doi":"10.1136/jech-2024-222651","title":"Effect of same-sex marriage legalisation on the health of ethnic minority lesbian, gay and bisexual people: a quasi-experimental study","year":2024,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Western University","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Lesbian; Ethnic group; Gender studies; Homosexuality; Psychology; Political science; Demography; Sociology; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.007138972,0.0007058534,0.00127161,0.0005688963,0.002100444,0.001090619,0.001228725,0.001665942,0.01045961],"category_scores_gemma":[0.006538367,0.000901333,0.001295761,0.000392317,0.002783612,0.001103956,0.001194838,0.001962805,0.001104756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155444,"about_ca_system_score_gemma":0.002712184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005281254,"about_ca_topic_score_gemma":0.006857806,"domain_scores_codex":[0.9948202,0.003025647,0.0002869477,0.0006916209,0.0005419402,0.0006334817],"domain_scores_gemma":[0.9927424,0.002713595,0.001626775,0.001138055,0.0005092983,0.001269852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.102117,0.824983,0.03133551,0.0008602763,0.0004590419,0.0002443127,0.005342112,0.0003548804,0.004215529,0.0008343768,0.001524149,0.02772987],"study_design_scores_gemma":[0.03422237,0.8665006,0.09055826,0.0001448231,0.0002394657,0.00006252535,0.002546836,0.0006726434,0.001061174,0.0006649601,0.003266859,0.00005961694],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941326,0.0001016187,0.0001959902,0.0001269353,0.00008348122,0.004382904,0.0001970845,0.00001073103,0.0007686064],"genre_scores_gemma":[0.9747321,0.0002405202,0.002047546,0.0006009042,0.0002101651,0.01756294,0.0002702857,0.00000608267,0.004329401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01045961,"threshold_uncertainty_score":0.03775489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2315305037329865,"score_gpt":0.5368666575629314,"score_spread":0.3053361538299448,"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."}}