{"id":"W2572323879","doi":"10.1249/jsr.0000000000000321","title":"Transgender Athletes: How Can They Be Accommodated?","year":2017,"lang":"en","type":"article","venue":"Current Sports Medicine Reports","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transgender; Athletes; Medicine; Physical therapy; Transgender Person; MEDLINE; Family medicine; Psychology; Human immunodeficiency virus (HIV)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001133398,0.0004452844,0.00072253,0.0002546929,0.0007992261,0.0000871654,0.0005264967,0.0002335592,0.002180184],"category_scores_gemma":[0.0002814732,0.000356175,0.0001968267,0.00009356455,0.000445811,0.0002366392,0.00008516363,0.0006433235,0.00002771016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009283842,"about_ca_system_score_gemma":0.0002601663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007813243,"about_ca_topic_score_gemma":0.0009783851,"domain_scores_codex":[0.9964334,0.00008608639,0.0008803618,0.0008754294,0.0008373458,0.0008873953],"domain_scores_gemma":[0.994974,0.00004692268,0.0012536,0.002916603,0.0001868572,0.0006220498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002469698,0.0002811236,0.6231357,0.0004856724,0.00008349393,0.002495185,0.004099468,4.80292e-7,0.00001992177,0.001254346,0.2568526,0.1112673],"study_design_scores_gemma":[0.0007688059,0.00007959321,0.6409526,0.0002283981,0.0002585961,0.0008446379,0.0002622513,0.000001977284,0.000004896005,0.002378111,0.3538419,0.0003782066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7198991,0.01080534,0.00009062749,0.08119868,0.0392183,0.001300552,0.00005096224,0.0003930916,0.1470433],"genre_scores_gemma":[0.9816232,0.002358073,0.00001227541,0.0006113287,0.003141386,0.00006277282,0.0001766453,0.00007120169,0.01194315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2617241,"threshold_uncertainty_score":0.999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.121286108274608,"score_gpt":0.4226442736472456,"score_spread":0.3013581653726377,"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."}}