{"id":"W4414425639","doi":"10.1093/socpro/spaf036","title":"In the face of adversity: healthcare navigation and strategies of resilience among transgender and nonbinary care-seekers","year":2025,"lang":"en","type":"article","venue":"Social Problems","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Transgender; Psychological resilience; Stressor; Feeling; Agency (philosophy); Face (sociological concept); Resilience (materials science)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002234429,0.00006316038,0.0001378121,0.00006774675,0.0001394436,0.00001057246,0.00009443139,0.0001116177,0.000004447927],"category_scores_gemma":[0.000004479023,0.00005715644,0.00002428594,0.000226163,0.0003157219,0.0001185381,0.00001683317,0.0001525358,4.178912e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002223447,"about_ca_system_score_gemma":0.0001108462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02846857,"about_ca_topic_score_gemma":0.003771386,"domain_scores_codex":[0.999238,0.0001914061,0.0001919055,0.0001395653,0.0000969223,0.0001422589],"domain_scores_gemma":[0.9997199,0.00005090998,0.00008119203,0.00008438515,0.00004488688,0.00001870249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008635752,0.00009240459,0.5093911,0.006768107,0.00003949675,0.000004512244,0.4008596,0.00002515688,0.0002256367,0.07630786,0.001387512,0.004812253],"study_design_scores_gemma":[0.0005032484,0.0001037835,0.8629259,0.00004724764,0.00002470185,9.386557e-7,0.1220325,0.000004201264,0.000008337032,0.01420071,0.00009282918,0.00005553935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834606,0.002009064,0.00003346972,0.00325311,0.0001149958,0.0003597979,0.00002168293,0.000006507239,0.01074079],"genre_scores_gemma":[0.9994689,0.0001862394,0.000007434998,0.00009650913,0.00002439511,0.000009560051,0.000004826185,0.000003252811,0.000198835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3535349,"threshold_uncertainty_score":0.9780009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02293118946041008,"score_gpt":0.3629363303192785,"score_spread":0.3400051408588684,"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."}}