{"id":"W4403625449","doi":"10.1177/07334648241295570","title":"“I Needed to be That Voice”: A Multi-Party Study of the Healthcare and Social Service Experiences and Needs of Transgender and Gender-diverse Older Adults in Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Gerontology","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia; Public Health Ontario; York University; University of Toronto; Mount Royal University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Intersectionality; Focus group; Conceptualization; Transgender; Oppression; Qualitative research; Sociology; Context (archaeology); Gender studies; Gerontology; Health care; Psychology; Medicine; Political science; Politics; Social science","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":[0.005281211,0.0004657457,0.0008120574,0.001502489,0.02839011,0.005234306,0.001826626,0.001271569,0.001927866],"category_scores_gemma":[0.007506214,0.0005065085,0.0003983498,0.0022754,0.01018551,0.002525027,0.007351173,0.003025645,0.0001639692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03882196,"about_ca_system_score_gemma":0.07565168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9364328,"about_ca_topic_score_gemma":0.9784847,"domain_scores_codex":[0.9962255,0.001382553,0.0001305449,0.0003230874,0.0005491193,0.001389185],"domain_scores_gemma":[0.9949325,0.001535308,0.000456927,0.0001349699,0.001102963,0.001837393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001987624,0.00002496358,0.006565885,0.0000376354,0.000003572409,0.0002323758,0.9897348,0.0000113357,0.0002077242,0.0003016573,0.0003881425,0.00247209],"study_design_scores_gemma":[0.000001399614,0.00001217199,0.003496038,0.00003532006,0.000002658343,0.00003673199,0.9945041,0.0000172585,0.00003598575,0.00004267781,0.001809108,0.000006541379],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955224,0.0003223023,0.0001703216,0.001533932,0.00002639275,0.00007742229,0.00007459772,0.000004702135,0.002267957],"genre_scores_gemma":[0.9967174,0.000474993,0.0002624903,0.001140909,0.000009823445,0.00005848662,0.00003514316,0.000009794166,0.001291006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06356722,"threshold_uncertainty_score":0.2816743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109277385326748,"score_gpt":0.3688142940173466,"score_spread":0.2595369086905985,"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."}}