{"id":"W7117324857","doi":"10.1016/j.amepre.2025.108256","title":"Housing Insecurity and Disparities Among Gender Minorities in Canada: Evidence From a National Census","year":2025,"lang":"en","type":"article","venue":"American Journal of Preventive Medicine","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; York University; University of Manitoba; Manitoba Health","funders":"Canadian Institutes of Health Research; Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Census; Affordable housing; Face (sociological concept); American Community Survey; Health equity; Identity (music); Inequality","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001538767,0.0003855081,0.0004684366,0.002879287,0.002425997,0.001286294,0.001392621,0.0002977577,0.002586728],"category_scores_gemma":[0.006285183,0.0003036391,0.000930379,0.007234956,0.0007693531,0.0005155939,0.001575208,0.0006575825,0.0001787765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02024665,"about_ca_system_score_gemma":0.04876824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.996521,"about_ca_topic_score_gemma":0.997324,"domain_scores_codex":[0.9988472,0.0001159981,0.00009160936,0.0001445479,0.0004719178,0.0003287777],"domain_scores_gemma":[0.9947938,0.00035351,0.001099466,0.0002224742,0.002766771,0.00076398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000782283,0.0000209733,0.9763063,0.0003377407,0.0001477031,0.00004275151,0.0008756694,0.0001175474,0.00004171794,0.0003446664,0.00589257,0.01579407],"study_design_scores_gemma":[0.000008962836,0.000009345,0.9955233,0.0004441792,0.00008126051,0.00002763456,0.001261522,0.0001902525,0.00003115719,0.00008545268,0.002325122,0.00001184253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9000793,0.02356408,0.0005268178,0.00450537,0.0001338218,0.0001949739,0.05949599,0.00005495119,0.01144484],"genre_scores_gemma":[0.9785671,0.010626,0.0004296177,0.000435481,0.0000286243,0.00005731648,0.009145854,0.00001274423,0.000697346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02024665,"threshold_uncertainty_score":0.1469005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04186396112026483,"score_gpt":0.3651267024290046,"score_spread":0.3232627413087398,"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."}}