{"id":"W4402517400","doi":"10.1530/rep-24-0173","title":"REPRODUCTIVE HEALTH IN TRANS AND GENDER DIVERSE PATIENTS: Mind the gap: a nationwide audit of LGBTQ+ inclusion in fertility care providers in the United Kingdom","year":2024,"lang":"en","type":"article","venue":"Reproduction","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"Transgender; Fertility; Health care; Cultural competence; Checklist; Psychology; Audit; Nursing; Family medicine; Medicine; Medical education; Population; Political science; Business; Pedagogy; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002566376,0.0001470029,0.0002671723,0.0006636722,0.0001517508,0.00001566364,0.0001090705,0.00009530613,0.000003944342],"category_scores_gemma":[0.002122146,0.00009190483,0.00004026677,0.001905179,0.0002288253,0.0002496426,0.0001412493,0.0005511337,8.611734e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004172892,"about_ca_system_score_gemma":0.0002551659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00389857,"about_ca_topic_score_gemma":0.0008893611,"domain_scores_codex":[0.9975337,0.0003687997,0.0005296593,0.0009705114,0.000351422,0.0002458591],"domain_scores_gemma":[0.9987385,0.00009697439,0.0001270076,0.0008048909,0.0002049357,0.00002773019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001666536,0.0009726421,0.4394391,0.003320821,0.00004949252,0.00002838642,0.2246197,0.0004052899,0.001247296,0.0009278451,0.0004697279,0.3268532],"study_design_scores_gemma":[0.000991389,0.0003732823,0.9699312,0.0003319399,0.00002610425,0.00002019185,0.01728202,0.0001087047,0.001323963,0.003040817,0.006463164,0.0001072527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457874,0.00336874,0.00002598194,0.04812549,0.0002566372,0.002283937,0.000008267431,0.00004380442,0.00009977727],"genre_scores_gemma":[0.9990655,0.0004199282,0.0001056105,0.0001544334,0.00009352966,0.00008457611,0.00004965341,0.0000123494,0.00001439005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5304921,"threshold_uncertainty_score":0.5893498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07084535062779365,"score_gpt":0.3503923408206943,"score_spread":0.2795469901929006,"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."}}