{"id":"W3197868713","doi":"10.22454/fammed.2021.509974","title":"Transgender Education in North American Family Medicine Clerkships: A CERA Study","year":2021,"lang":"en","type":"article","venue":"Family Medicine","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transgender; Curriculum; Medicine; Family medicine; Health care; Inclusion (mineral); Medical education; Psychological intervention; Nursing; Psychology; Pedagogy; Political 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007152982,0.0003309777,0.0007907438,0.0005272879,0.000130747,0.00001089787,0.0003316945,0.00009867116,0.0007655679],"category_scores_gemma":[0.0002220241,0.0002814161,0.00006116959,0.00201834,0.0004123319,0.00009009168,0.00003326887,0.0006257574,0.0002607989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001713823,"about_ca_system_score_gemma":0.000743486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07335061,"about_ca_topic_score_gemma":0.03755179,"domain_scores_codex":[0.9963859,0.0007284885,0.0009095709,0.0007263494,0.0005994297,0.0006502172],"domain_scores_gemma":[0.9980583,0.000265784,0.0002092183,0.0008581421,0.0002342817,0.0003743274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001182792,0.001478923,0.8094848,0.0001772961,0.00009354837,0.0001731075,0.02540839,0.000001662761,0.0002009512,0.0004437295,0.1075943,0.05482502],"study_design_scores_gemma":[0.0034086,0.001044588,0.9266252,0.00005463217,0.0001582811,0.00002348646,0.05061061,0.000003335739,4.622681e-7,0.0001470855,0.01769994,0.0002238031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9041184,0.005530392,0.00005852569,0.0117801,0.00353036,0.0006682024,0.00001048362,0.00008449361,0.07421906],"genre_scores_gemma":[0.9719756,0.00127072,0.00004189373,0.01461398,0.003000997,0.0001214236,0.0001212403,0.00005447541,0.008799727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1171404,"threshold_uncertainty_score":0.9999638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1258522390489418,"score_gpt":0.4508296567734782,"score_spread":0.3249774177245364,"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."}}