{"id":"W3195209203","doi":"10.1089/trgh.2021.0008","title":"Gynecological Providers' Willingness to Prescribe Gender-Affirming Hormone Therapy for Transgender Patients","year":2021,"lang":"en","type":"article","venue":"Transgender Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Transgender; Medicine; Hormone therapy; Family medicine; Health care; Transgender Person; Transgender people; Nursing; Psychology; Cancer; Internal medicine; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007887541,0.0004986859,0.0007807304,0.0001723353,0.0007352498,0.0000922771,0.0004293167,0.0003979442,0.0007154422],"category_scores_gemma":[0.00006134267,0.0004848698,0.0003545172,0.0005330712,0.00008170654,0.0001932683,0.0000242189,0.0004791523,0.0001551618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002584075,"about_ca_system_score_gemma":0.001041684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112603,"about_ca_topic_score_gemma":0.0006930811,"domain_scores_codex":[0.9947732,0.0006362456,0.001038788,0.001246118,0.0005062065,0.001799453],"domain_scores_gemma":[0.9974934,0.0003132705,0.0001747383,0.0007568734,0.0003348822,0.0009268566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006264581,0.01562357,0.1002558,0.007798628,0.001568223,0.0001476188,0.1792869,0.0002744635,0.0009862095,0.02197938,0.3179522,0.3478625],"study_design_scores_gemma":[0.01508528,0.00370411,0.8314566,0.00002726531,0.0001303614,0.00004200267,0.002579705,0.00003442914,0.0002010443,0.003792657,0.1415436,0.001402925],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8930438,0.01099433,0.04836842,0.02752935,0.003776919,0.006856494,0.0006143351,0.0005233473,0.008293044],"genre_scores_gemma":[0.972959,0.00158626,0.002387348,0.01871915,0.000708391,0.0007807582,0.0002301653,0.0001405697,0.00248835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7312009,"threshold_uncertainty_score":0.9997603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1338263339333031,"score_gpt":0.4044370561286419,"score_spread":0.2706107221953388,"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."}}