{"id":"W4391236964","doi":"10.2196/54480","title":"Evaluating Participation in Gender-Affirming Care: Cross-Sectional Analysis of Dermatology Program Websites in the United States","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Cross-sectional study; Medicine; Family medicine; Dermatology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004300703,0.0002027547,0.0003013696,0.001724141,0.001413882,0.001772846,0.0007923537,0.001127856,0.002083457],"category_scores_gemma":[0.01140482,0.0004047511,0.0006072223,0.001927146,0.0008947609,0.001920734,0.002012187,0.001456292,0.0003366438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00132022,"about_ca_system_score_gemma":0.002098924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03407699,"about_ca_topic_score_gemma":0.06552044,"domain_scores_codex":[0.9967924,0.001433861,0.0003229613,0.0003114752,0.0006924681,0.0004467832],"domain_scores_gemma":[0.9866884,0.003421562,0.006021722,0.0004747411,0.001403609,0.001989966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003275174,0.00027951,0.9973837,0.00001082395,0.00003579691,0.00001653083,0.0008858303,0.00001084838,0.00003823152,0.00002398864,0.0001588067,0.001123254],"study_design_scores_gemma":[0.000004238518,0.00008637786,0.9916598,0.00002374125,0.00002068692,0.00004090003,0.007755092,0.00009376934,0.00004145914,0.00001980798,0.0002496986,0.000004310486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988829,0.00007357359,0.00002993364,0.0001610895,0.000005829852,0.00002379597,0.0002335563,0.000001407132,0.0005878379],"genre_scores_gemma":[0.9992242,0.0001011698,0.00006447944,0.0001832361,0.000006398666,0.00002508701,0.0002417586,0.000002454215,0.0001511527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03407699,"threshold_uncertainty_score":0.06775725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.135174574189561,"score_gpt":0.5403784708424569,"score_spread":0.4052038966528959,"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."}}